AWS deployment guide

Deploy production-ready applications on AWS

Generated July 9, 2026

Use the sidebar to open a dedicated category page, or search across all AWS service guidance from this overview.

371AWS service entries
31service categories
7decision tools
0runtime dependencies

Plan, compare, and launch with fewer gaps

This guide now includes decision support, architecture templates, a stack planner, learning paths, a glossary, and a browser-saved production checklist.

Cloudflare-ready static guide

No backend, no database, no build pipeline required for Pages. Every feature is static HTML and client-side JavaScript.

Compare services

Review fit, tradeoffs, and common pairings.

Architecture templates

Start from common production patterns.

Production checklist

Track launch readiness in the browser.

Stack planner

Generate a recommended service stack.

Learning paths

Follow role-based AWS study paths.

Glossary

Search production architecture terms.

Core path

Start with accounts, IAM, networking, compute, data, CI/CD, observability, security, backups, and cost controls.

Use selectively

Not every app needs every service. Add services when they solve a clear production requirement.

Before go-live

Validate scaling, quotas, rollback, monitoring, restore, incident response, and security evidence.

High availability application design flow

This is a production reference flow for a highly available web or API application running across multiple Availability Zones.

Request and runtime path

  1. 1Users reach Route 53, which routes the domain to CloudFront or directly to an Application Load Balancer.
  2. 2CloudFront caches static content from S3 and places AWS WAF in front of public traffic.
  3. 3The load balancer sends healthy traffic to ECS, EKS, Lambda, or EC2 Auto Scaling targets across at least two Availability Zones.
  4. 4Application services read secrets from Secrets Manager or Parameter Store and use IAM roles instead of static credentials.
  5. 5State is kept outside compute in RDS Multi-AZ, Aurora, DynamoDB, ElastiCache, EFS, or S3 depending on the access pattern.
  6. 6CloudWatch, X-Ray, CloudTrail, Config, GuardDuty, and Security Hub provide metrics, traces, audit history, drift, and threat signals.

Production design checklist

  • AZRun compute and data paths across multiple Availability Zones.
  • ScaleUse Auto Scaling, target tracking, queue depth, or Lambda concurrency controls.
  • DeployPrefer rolling, blue/green, or canary deployments with fast rollback.
  • DataEnable backups, point-in-time recovery, encryption, lifecycle rules, and restore drills.
  • NetworkUse private subnets for workloads and data stores, controlled egress, security groups, and least-open routing.
  • OpsCreate dashboards, alarms, runbooks, budgets, incident contacts, and game-day tests before launch.

Simple application flow from GitHub repo to AWS

Use this path for a small production app, then add more managed services as traffic, compliance, or team needs grow.

Deployment pipeline

  1. 1Developer pushes code to GitHub and opens a pull request.
  2. 2GitHub Actions or AWS CodePipeline runs tests, linting, security checks, and builds the artifact or container image.
  3. 3Artifacts go to S3 or container images go to Amazon ECR with image scanning enabled.
  4. 4CDK, CloudFormation, Terraform, SAM, or Amplify updates the AWS infrastructure and application environment.
  5. 5The app deploys to Amplify, S3 plus CloudFront, Elastic Beanstalk, App Runner, ECS Fargate, Lambda, or EC2 depending on app type.
  6. 6CloudWatch alarms, logs, traces, deployment notifications, and rollback rules confirm whether the release is healthy.

Minimal service map

  • FrontendGitHub -> Amplify, or S3 + CloudFront + Route 53 + ACM.
  • APIGitHub -> CodePipeline/GitHub Actions -> Lambda + API Gateway, or ECS Fargate + ALB.
  • DatabaseDynamoDB for simple serverless NoSQL, RDS/Aurora for relational workloads.
  • SecretsSecrets Manager or SSM Parameter Store, never plaintext config in the repo.
  • ObservabilityCloudWatch logs, metrics, alarms, dashboards, and X-Ray tracing for request debugging.
  • SecurityIAM roles, WAF for public apps, CloudTrail audit logs, GuardDuty threat detection, and AWS Backup where supported.

All AWS service guidance

371 entries
Service Category Production use Before production Link
Ask the right questions to build your modern data architecture on AWS services
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
The center for all data, analytics, and AI
Analytics Train, deploy, and operate ML models for production inference. Version models, use model registry, endpoint autoscaling, monitoring, rollback, drift checks, and data governance. Docs
No-code integration for SaaS apps and AWS services
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Query data in Amazon S3 using SQL
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Collaborate and analyze collective datasets without sharing raw data
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Managed search service
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Find, subscribe to, and use third-party data in the cloud
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Fully managed real-time streaming data delivery service
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Orchestration service for periodic, data-driven workflows
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Unlock data across organizational boundaries with built-in governance
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Hosted Hadoop framework
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Link records stored across multiple applications, channels, and data stores
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Store, catalog, prepare, and analyze financial industry data
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Simple, scalable, and serverless data integration
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Analyze real-time video and data streams
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Build a secure data lake in days
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Process and analyze streaming data using Apache Flink
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Fully managed Apache Kafka service
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Deploy, operate, and scale OpenSearch clusters in the AWS Cloud
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Fast business analytics service
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Fast, simple, cost-effective data warehouse service
Analytics Use after deployment for product analytics, logs, events, BI, search analytics, and data lake pipelines. Define data ownership, encrypt storage, use least-privilege access, set lifecycle policies, validate data quality, and add cost controls for scans and retention. Docs
Enables automated exchange of EDI-based transactions
Application Integration Use to connect services without tight coupling: APIs, queues, event buses, workflows, and message brokers. Set retries, dead-letter queues, idempotency, schema/versioning, throttling, alarms for age/backlog/errors, and cross-account permissions. Docs
Choose an AWS application integration service for your workloads
Application Integration Use to connect services without tight coupling: APIs, queues, event buses, workflows, and message brokers. Set retries, dead-letter queues, idempotency, schema/versioning, throttling, alarms for age/backlog/errors, and cross-account permissions. Docs
Serverless event bus for SaaS apps and AWS services
Application Integration Build event-driven production integrations across services and SaaS apps. Define schemas, DLQs, retries, event archive/replay, bus permissions, and alarms on failed invocations. Docs
Managed message broker service
Application Integration Use to connect services without tight coupling: APIs, queues, event buses, workflows, and message brokers. Set retries, dead-letter queues, idempotency, schema/versioning, throttling, alarms for age/backlog/errors, and cross-account permissions. Docs
Managed orchestration service for Apache Airflow
Application Integration Use to connect services without tight coupling: APIs, queues, event buses, workflows, and message brokers. Set retries, dead-letter queues, idempotency, schema/versioning, throttling, alarms for age/backlog/errors, and cross-account permissions. Docs
Pub/sub, SMS, email, and mobile push notifications
Application Integration Fan out production notifications to queues, functions, HTTP endpoints, SMS, or email. Use topic policies, retries/DLQs, filtering, encryption, delivery logs, and subscription confirmation controls. Docs
Managed message queues
Application Integration Buffer work between services and absorb production traffic spikes. Use DLQs, visibility timeout, idempotent consumers, encryption, backlog alarms, and redrive procedures. Docs
Build applications that coordinate work across distributed components
Application Integration Use to connect services without tight coupling: APIs, queues, event buses, workflows, and message brokers. Set retries, dead-letter queues, idempotency, schema/versioning, throttling, alarms for age/backlog/errors, and cross-account permissions. Docs
Coordination for distributed applications
Application Integration Orchestrate multi-step production workflows and long-running business processes. Use retries/catches, timeouts, idempotent tasks, execution history retention, versioning, and alarms on failures. Docs
View and manage resources to support incident response while on the go
AWS Management Console Use for secure admin workflows and emergency operations, not as the only deployment method. Require MFA/SSO, avoid long-lived root use, document break-glass access, and prefer IaC/CI/CD for repeatable production changes. Docs
Web-based user interface comprising multiple AWS service consoles
AWS Management Console Use for secure admin workflows and emergency operations, not as the only deployment method. Require MFA/SSO, avoid long-lived root use, document break-glass access, and prefer IaC/CI/CD for repeatable production changes. Docs
Generative AI-powered assistants
AWS Management Console Use for secure admin workflows and emergency operations, not as the only deployment method. Require MFA/SSO, avoid long-lived root use, document break-glass access, and prefer IaC/CI/CD for repeatable production changes. Docs
Find help signing in and out of your account
AWS Management Console Use for secure admin workflows and emergency operations, not as the only deployment method. Require MFA/SSO, avoid long-lived root use, document break-glass access, and prefer IaC/CI/CD for repeatable production changes. Docs
Quickly create and deploy open-source blockchain frameworks on AWS
Blockchain Use only when the app genuinely needs shared ledger or blockchain network features. Validate governance, key custody, backup, monitoring, compliance, and integration boundaries before production. Docs
Create and manage scalable blockchain networks
Blockchain Use only when the app genuinely needs shared ledger or blockchain network features. Validate governance, key custody, backup, monitoring, compliance, and integration boundaries before production. Docs
Omnichannel cloud contact center
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Build internal applications to automate processes and simplify organization activities
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Aggregate and analyze data across SaaS applications
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Frustration-free meetings, video calls, and chat
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Real-time messaging, audio, video, and screen sharing
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Adaptive intelligence solution for supply chain planning and decision making
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Agentic AI for healthcare that's built around the people that deliver it
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Application-to-person push notification service
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Application-to-person SMS messaging service
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Application-to-person WhatsApp messaging service
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Multichannel marketing communications
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
High-scale inbound and outbound email
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Reduce risks and lower costs with ML-powered supply chain application
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Protect enterprise communications with end-to-end encryption
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Secure email and calendaring
Business Applications Use for business-facing workflows around support, email, contact center, productivity, and operations. Plan identity integration, data retention, encryption, compliance, user access reviews, and operational ownership. Docs
Find features that help you pay your bills and optimize your costs
Cloud Financial Management Use from day one to keep production cost visible and controlled. Add budgets, alerts, tags, cost allocation, anomaly detection, reserved capacity review, and regular cost optimization rituals. Docs
Ask the right questions to determine which cost management services fit your needs
Cloud Financial Management Use from day one to keep production cost visible and controlled. Add budgets, alerts, tags, cost allocation, anomaly detection, reserved capacity review, and regular cost optimization rituals. Docs
Provides simplified billing for integrated AWS service packages
Cloud Financial Management Use from day one to keep production cost visible and controlled. Add budgets, alerts, tags, cost allocation, anomaly detection, reserved capacity review, and regular cost optimization rituals. Docs
Create cost estimates that match your AWS use case
Cloud Financial Management Use from day one to keep production cost visible and controlled. Add budgets, alerts, tags, cost allocation, anomaly detection, reserved capacity review, and regular cost optimization rituals. Docs
Save on compute usage with flexible pricing
Cloud Financial Management Use from day one to keep production cost visible and controlled. Add budgets, alerts, tags, cost allocation, anomaly detection, reserved capacity review, and regular cost optimization rituals. Docs
Choose the right AWS compute services for your workloads
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Choose the Amazon EC2 purchasing option that fits your workload
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Production web applications at scale made easy for developers
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Launch and manage virtual private servers
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Portfolio of modern Linux-based high performance operating systems
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Run batch jobs at any scale
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Automate lifecycle management of "golden" server images
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Run and manage web apps
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Create and run virtual servers in the cloud with Amazon EC2
Compute Run application servers, workers, bastion replacements, or custom workloads that need OS-level control. Bake hardened AMIs, use Auto Scaling across AZs, attach ALB/NLB, patch regularly, use SSM instead of SSH, and monitor CPU/memory/disk/app health. Docs
Run code without thinking about servers
Compute Run event-driven APIs, scheduled jobs, webhooks, stream processors, and lightweight backend logic. Use versions/aliases, reserved concurrency, retries/DLQ, structured logs, tracing, secrets from managed stores, and alarms on errors/throttles/duration. Docs
Run latency sensitive applications closer to end users
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Run AWS infrastructure on-premises
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Easily run HPC workloads at virtually any scale
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Deploy and manage high performance computing clusters in the AWS Cloud
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Build serverless applications on AWS
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Discover, deploy, and publish serverless applications
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Deliver ultra-low latency applications for 5G devices
Compute Use to run application workloads: virtual machines, batch jobs, containers, managed app platforms, or serverless compute. Deploy across multiple AZs, automate builds, define scaling policies, patching, health checks, rollback, image hardening, and alarms. Docs
Create and manage portals for research collaboration
Compute HPC Use for production-grade high performance computing, simulations, rendering, and batch-heavy workloads. Plan queues, schedulers, fast storage, quotas, job retry, cluster observability, and cost shutdown automation. Docs
Choose the right AWS container service for your modern app development
Containers Use when applications are packaged as containers and need orchestration, image security, and repeatable deployment. Scan images, pin versions, use private registries, configure autoscaling, readiness checks, secrets, network policies, and rollout strategy. Docs
Containerize and migrate existing applications
Containers Use when applications are packaged as containers and need orchestration, image security, and repeatable deployment. Scan images, pin versions, use private registries, configure autoscaling, readiness checks, secrets, network policies, and rollout strategy. Docs
Easily store, manage, and deploy container images
Containers Use when applications are packaged as containers and need orchestration, image security, and repeatable deployment. Scan images, pin versions, use private registries, configure autoscaling, readiness checks, secrets, network policies, and rollout strategy. Docs
Highly secure, reliable, and scalable way to run containers
Containers Run containerized services on EC2 or Fargate. Use task definitions, service autoscaling, health checks, private subnets, secrets, image scanning, and rolling/blue-green deploys. Docs
Run Kubernetes on AWS without operating your own Kubernetes clusters
Containers Run Kubernetes workloads with AWS-managed control plane. Harden cluster access, use IRSA, node upgrades, network policies, autoscaling, ingress controls, observability, and backup manifests. Docs
Managed OpenShift in the cloud
Containers Use when applications are packaged as containers and need orchestration, image security, and repeatable deployment. Scan images, pin versions, use private registries, configure autoscaling, readiness checks, secrets, network policies, and rollout strategy. Docs
Provision, manage, and deploy SSL/TLS certificates
Cryptography & PKI Use to protect keys, certificates, code signing, encryption, and trust boundaries. Rotate keys/certs, separate duties, restrict key policies, log usage, test expiry handling, and document recovery processes. Docs
Choose the right AWS cryptography service
Cryptography & PKI Use to protect keys, certificates, code signing, encryption, and trust boundaries. Rotate keys/certs, separate duties, restrict key policies, log usage, test expiry handling, and document recovery processes. Docs
Hardware-based key storage for regulatory compliance
Cryptography & PKI Use to protect keys, certificates, code signing, encryption, and trust boundaries. Rotate keys/certs, separate duties, restrict key policies, log usage, test expiry handling, and document recovery processes. Docs
Helping you do cryptography right, even without special expertise
Cryptography & PKI Use to protect keys, certificates, code signing, encryption, and trust boundaries. Rotate keys/certs, separate duties, restrict key policies, log usage, test expiry handling, and document recovery processes. Docs
Managed creation and control of encryption keys
Cryptography & PKI Manage encryption keys used by storage, databases, logs, and apps. Use customer-managed keys where needed, key policies, rotation, grants, usage logs, and separation of duties. Docs
Create private certificates to identify resources and protect data
Cryptography & PKI Use to protect keys, certificates, code signing, encryption, and trust boundaries. Rotate keys/certs, separate duties, restrict key policies, log usage, test expiry handling, and document recovery processes. Docs
Validate AWS Lambda and IoT device code against a digital signature
Cryptography & PKI Use to protect keys, certificates, code signing, encryption, and trust boundaries. Rotate keys/certs, separate duties, restrict key policies, log usage, test expiry handling, and document recovery processes. Docs
Find AWS Certified third-party experts for on-demand project work
Customer Enablement Services Use to accelerate adoption, training, architecture review, and support for production workloads. Choose support level, run Well-Architected reviews, train operators, and document escalation paths. Docs
Proactive monitoring and incident management for production workloads
Customer Enablement Services Use to accelerate adoption, training, architecture review, and support for production workloads. Choose support level, run Well-Architected reviews, train operators, and document escalation paths. Docs
Infrastructure operations management for AWS
Customer Enablement Services Use to accelerate adoption, training, architecture review, and support for production workloads. Choose support level, run Well-Architected reviews, train operators, and document escalation paths. Docs
Get help executing your enterprise cloud computing initiatives
Customer Enablement Services Use to accelerate adoption, training, architecture review, and support for production workloads. Choose support level, run Well-Architected reviews, train operators, and document escalation paths. Docs
Build an organization-specific knowledge resource for your cloud community
Customer Enablement Services Use to accelerate adoption, training, architecture review, and support for production workloads. Choose support level, run Well-Architected reviews, train operators, and document escalation paths. Docs
Explore AWS learning opportunities
Customer Enablement Services Use to accelerate adoption, training, architecture review, and support for production workloads. Choose support level, run Well-Architected reviews, train operators, and document escalation paths. Docs
Choose the right AWS database service
Database Use for durable production data stores, caches, search stores, and relational or NoSQL persistence. Enable backups/PITR, Multi-AZ where available, encryption, migrations, connection pooling, monitoring, capacity planning, and restore drills. Docs
High performance managed relational database engine
Database Use for durable production data stores, caches, search stores, and relational or NoSQL persistence. Enable backups/PITR, Multi-AZ where available, encryption, migrations, connection pooling, monitoring, capacity planning, and restore drills. Docs
Fastest serverless distributed SQL database for always available applications
Database Use for durable production data stores, caches, search stores, and relational or NoSQL persistence. Enable backups/PITR, Multi-AZ where available, encryption, migrations, connection pooling, monitoring, capacity planning, and restore drills. Docs
Fully managed document database
Database Use for durable production data stores, caches, search stores, and relational or NoSQL persistence. Enable backups/PITR, Multi-AZ where available, encryption, migrations, connection pooling, monitoring, capacity planning, and restore drills. Docs
Managed NoSQL database
Database Run low-latency NoSQL tables for serverless and high-scale applications. Design keys carefully, enable PITR, autoscaling/on-demand capacity, GSIs, TTL, streams if needed, alarms for throttles, and access policies. Docs
In-memory caching service
Database Use for durable production data stores, caches, search stores, and relational or NoSQL persistence. Enable backups/PITR, Multi-AZ where available, encryption, migrations, connection pooling, monitoring, capacity planning, and restore drills. Docs
Managed Cassandra-compatible database
Database Use for durable production data stores, caches, search stores, and relational or NoSQL persistence. Enable backups/PITR, Multi-AZ where available, encryption, migrations, connection pooling, monitoring, capacity planning, and restore drills. Docs
Redis-compatible, durable, in-memory database service
Database Use for durable production data stores, caches, search stores, and relational or NoSQL persistence. Enable backups/PITR, Multi-AZ where available, encryption, migrations, connection pooling, monitoring, capacity planning, and restore drills. Docs
Fully managed graph database service
Database Use for durable production data stores, caches, search stores, and relational or NoSQL persistence. Enable backups/PITR, Multi-AZ where available, encryption, migrations, connection pooling, monitoring, capacity planning, and restore drills. Docs
Access Oracle Exadata infrastructure managed by OCI inside AWS data centers
Database Use for durable production data stores, caches, search stores, and relational or NoSQL persistence. Enable backups/PITR, Multi-AZ where available, encryption, migrations, connection pooling, monitoring, capacity planning, and restore drills. Docs
Set up, operate, and scale a relational database in the cloud
Database Run managed relational databases for production application data. Use Multi-AZ, automated backups/PITR, parameter groups, encryption, performance insights, connection pooling, migrations, and restore tests. Docs
Fully managed time series database
Database Use for durable production data stores, caches, search stores, and relational or NoSQL persistence. Enable backups/PITR, Multi-AZ where available, encryption, migrations, connection pooling, monitoring, capacity planning, and restore drills. Docs
Determine which AWS generative AI services are the best fit for your organization
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Determine which service is the best fit for your needs
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Understand the differences and pick the one that's right for you
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Explore which service better meets your needs for a serverless compute service
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Explore which service better meets your needs for a compute web service
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the best service for your needs
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Understand the differences and pick the one that's right for you
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose an AWS application integration service for your workloads
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose a modern application development approach
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Ask the right questions to build your modern data architecture on AWS services
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right cloud governance services for your organization
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right AWS container service for your modern app development
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Ask the right questions to determine which cost management services fit your needs
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right AWS compute services for your workloads
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the Amazon EC2 purchasing option that fits your workload
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right AWS cryptography service
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right AWS database service
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right AWS vector databases and vector search options
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Ask the right questions to build your web or mobile app on AWS
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right AWS identity service
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right AWS IoT services
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right ML services and frameworks to support your work
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right AWS tools and services for your migration
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right AWS monitoring and observability service
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right AWS networking and content delivery services
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Find the AWS security, identity, and governance services and tools that fit your needs
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Choose the right AWS storage service
Decision Guides Use during architecture design to choose the right AWS service before building production systems. Record decisions, assumptions, tradeoffs, failure modes, and revisit choices as scale or requirements change. Docs
Manage AWS and third-party cloud infrastructure with consistent APIs
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Write, run, and debug code on a cloud IDE
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Command line access to AWS resources and tools directly from a browser
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Artifact management for software development
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Build and test code
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Unified software development service to develop and deliver on AWS
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Automate code deployments
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Release software using continuous delivery
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Improve resiliency and performance with controlled experiments
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Design and build your modern infrastructure through a visual builder
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
AI coding with spec-driven development
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Reduce time and effort to convert large applications to microservices
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Port Microsoft .NET Framework applications to .NET Core
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Find information applicable to multiple SDKs and tools
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Analyze and debug your applications
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Tools, knowledge, and guardrails AI coding agents need to build, deploy, and manage applications on AWS
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Build internal applications to automate processes and simplify organization activities
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Define cloud infrastructure using familiar programming languages
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Agentic AI for healthcare that's built around the people that deliver it
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
A no-cost, multiplatform, production-ready distribution of OpenJDK
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with .NET-specific APIs and libraries
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with C++-specific APIs
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with Go-specific APIs and libraries
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with Java-specific APIs and libraries
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with JavaScript-specific APIs and libraries
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with Kotlin-specific APIs
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with PHP-specific APIs and libraries
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with Python-specific APIs and libraries
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with Ruby-specific APIs and libraries
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with Rust-specific APIs and libraries
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with a client library of modules
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Develop applications with Swift-specific APIs and libraries
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Reduce time and effort to refactor legacy .NET apps for AWS Cloud
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Open-source plugin for the integrated development environments (IDEs) for JetBrains
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Extension for hosted and on-premises Microsoft Azure DevOps
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Plugin for the Visual Studio integrated development environment (IDE)
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Open-source extension for the Visual Studio Code editor
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
PowerShell modules built on the functionality exposed by the SDK for .NET
Developer Tools Use for source control, CI/CD, build artifacts, deployment automation, testing, and developer productivity. Require approvals, branch protections, artifact signing, environment promotion, rollback, secret handling, and audit logs. Docs
Virtual desktops in the cloud
End User Computing Use for secure desktops, app streaming, and controlled access to internal tools. Integrate identity, restrict data movement, patch images, monitor sessions, and define user lifecycle automation. Docs
Stream desktop applications securely to a browser
End User Computing Use for secure desktops, app streaming, and controlled access to internal tools. Integrate identity, restrict data movement, patch images, monitor sessions, and define user lifecycle automation. Docs
Virtual desktop infrastructure that works with third-party solutions
End User Computing Use for secure desktops, app streaming, and controlled access to internal tools. Integrate identity, restrict data movement, patch images, monitor sessions, and define user lifecycle automation. Docs
Affordable, easy-to-manage device to securely access virtual desktops
End User Computing Use for secure desktops, app streaming, and controlled access to internal tools. Integrate identity, restrict data movement, patch images, monitor sessions, and define user lifecycle automation. Docs
Connect securely to graphic-intensive 3D apps on remote servers
End User Computing Use for secure desktops, app streaming, and controlled access to internal tools. Integrate identity, restrict data movement, patch images, monitor sessions, and define user lifecycle automation. Docs
Provide secure access to internal websites and SaaS applications
End User Computing Use for secure desktops, app streaming, and controlled access to internal tools. Integrate identity, restrict data movement, patch images, monitor sessions, and define user lifecycle automation. Docs
Ask the right questions to build your web or mobile app on AWS
Front-End Web & Mobile Use to build, host, authenticate, and operate customer-facing web/mobile apps. Add custom domains, TLS, CI/CD, auth rules, WAF/CDN where needed, analytics, error monitoring, and environment separation. Docs
Build, deploy, host, and manage scalable web and mobile apps
Front-End Web & Mobile Use to build, host, authenticate, and operate customer-facing web/mobile apps. Add custom domains, TLS, CI/CD, auth rules, WAF/CDN where needed, analytics, error monitoring, and environment separation. Docs
Build native Android applications powered by AWS
Front-End Web & Mobile Use to build, host, authenticate, and operate customer-facing web/mobile apps. Add custom domains, TLS, CI/CD, auth rules, WAF/CDN where needed, analytics, error monitoring, and environment separation. Docs
Build native iOS applications powered by AWS
Front-End Web & Mobile Use to build, host, authenticate, and operate customer-facing web/mobile apps. Add custom domains, TLS, CI/CD, auth rules, WAF/CDN where needed, analytics, error monitoring, and environment separation. Docs
Accelerate app development with fully-managed, scalable GraphQL APIs
Front-End Web & Mobile Use to build, host, authenticate, and operate customer-facing web/mobile apps. Add custom domains, TLS, CI/CD, auth rules, WAF/CDN where needed, analytics, error monitoring, and environment separation. Docs
Test Android, iOS, and web apps on real devices in the AWS Cloud
Front-End Web & Mobile Use to build, host, authenticate, and operate customer-facing web/mobile apps. Add custom domains, TLS, CI/CD, auth rules, WAF/CDN where needed, analytics, error monitoring, and environment separation. Docs
Securely and easily add location data to applications
Front-End Web & Mobile Use to build, host, authenticate, and operate customer-facing web/mobile apps. Add custom domains, TLS, CI/CD, auth rules, WAF/CDN where needed, analytics, error monitoring, and environment separation. Docs
Find .NET classes that enable games written with Unity to utilize AWS
Front-End Web & Mobile Use to build, host, authenticate, and operate customer-facing web/mobile apps. Add custom domains, TLS, CI/CD, auth rules, WAF/CDN where needed, analytics, error monitoring, and environment separation. Docs
Create a faster, more responsive mobile browsing experience
Front-End Web & Mobile Use to build, host, authenticate, and operate customer-facing web/mobile apps. Add custom domains, TLS, CI/CD, auth rules, WAF/CDN where needed, analytics, error monitoring, and environment separation. Docs
Simple, fast, cost-effective dedicated game server hosting
Game Development Use for game backends, multiplayer sessions, player data, and live operations. Plan latency, region placement, matchmaking, autoscaling, DDoS protection, telemetry, and live rollback. Docs
High frame rate, low-latency game streaming to devices at global scale
Game Development Use for game backends, multiplayer sessions, player data, and live operations. Plan latency, region placement, matchmaking, autoscaling, DDoS protection, telemetry, and live rollback. Docs
A free cross-platform 3D game engine (binaries no longer offered)
Game Development Use for game backends, multiplayer sessions, player data, and live operations. Plan latency, region placement, matchmaking, autoscaling, DDoS protection, telemetry, and live rollback. Docs
Diagnostic tools for partners in the Partner-Led Support program
General Reference Use as production reference material for endpoints, quotas, SDK behavior, APIs, and service limits. Check quotas before launch, document regions, validate API compatibility, and include limits in load tests. Docs
Find definitions for AWS terms
General Reference Use as production reference material for endpoints, quotas, SDK behavior, APIs, and service limits. Check quotas before launch, document regions, validate API compatibility, and include limits in load tests. Docs
Stay informed about AWS service availability changes
General Reference Use as production reference material for endpoints, quotas, SDK behavior, APIs, and service limits. Check quotas before launch, document regions, validate API compatibility, and include limits in load tests. Docs
Learn how to specify AWS security credentials
General Reference Use as production reference material for endpoints, quotas, SDK behavior, APIs, and service limits. Check quotas before launch, document regions, validate API compatibility, and include limits in load tests. Docs
Connect programmatically to an AWS service using endpoints
General Reference Use as production reference material for endpoints, quotas, SDK behavior, APIs, and service limits. Check quotas before launch, document regions, validate API compatibility, and include limits in load tests. Docs
View the AWS workload quotas for AWS services
General Reference Use as production reference material for endpoints, quotas, SDK behavior, APIs, and service limits. Check quotas before launch, document regions, validate API compatibility, and include limits in load tests. Docs
Learn about the components and features that AWS Support provides
General Reference Use as production reference material for endpoints, quotas, SDK behavior, APIs, and service limits. Check quotas before launch, document regions, validate API compatibility, and include limits in load tests. Docs
Assign metadata to your AWS resources in the form of tags
General Reference Use as production reference material for endpoints, quotas, SDK behavior, APIs, and service limits. Check quotas before launch, document regions, validate API compatibility, and include limits in load tests. Docs
Choose the right AWS IoT services
Internet of Things (IoT) Use for device fleets, secure device communication, edge processing, and telemetry. Provision device identity, certificate rotation, OTA updates, rules, offline behavior, fleet monitoring, and alerting. Docs
Real-time operating system for microcontrollers
Internet of Things (IoT) Use for device fleets, secure device communication, edge processing, and telemetry. Provision device identity, certificate rotation, OTA updates, rules, offline behavior, fleet monitoring, and alerting. Docs
Connect devices to the cloud
Internet of Things (IoT) Use for device fleets, secure device communication, edge processing, and telemetry. Provision device identity, certificate rotation, OTA updates, rules, offline behavior, fleet monitoring, and alerting. Docs
Security management for IoT devices
Internet of Things (IoT) Use for device fleets, secure device communication, edge processing, and telemetry. Provision device identity, certificate rotation, OTA updates, rules, offline behavior, fleet monitoring, and alerting. Docs
Onboard, organize, and remotely manage IoT devices
Internet of Things (IoT) Use for device fleets, secure device communication, edge processing, and telemetry. Provision device identity, certificate rotation, OTA updates, rules, offline behavior, fleet monitoring, and alerting. Docs
Quickly and easily develop secure IoT devices
Internet of Things (IoT) Use for device fleets, secure device communication, edge processing, and telemetry. Provision device identity, certificate rotation, OTA updates, rules, offline behavior, fleet monitoring, and alerting. Docs
Unlock the value of vehicle data
Internet of Things (IoT) Use for device fleets, secure device communication, edge processing, and telemetry. Provision device identity, certificate rotation, OTA updates, rules, offline behavior, fleet monitoring, and alerting. Docs
Local compute, messaging, and sync for devices
Internet of Things (IoT) Use for device fleets, secure device communication, edge processing, and telemetry. Provision device identity, certificate rotation, OTA updates, rules, offline behavior, fleet monitoring, and alerting. Docs
IoT data collector and interpreter
Internet of Things (IoT) Use for device fleets, secure device communication, edge processing, and telemetry. Provision device identity, certificate rotation, OTA updates, rules, offline behavior, fleet monitoring, and alerting. Docs
Optimize operations by creating digital twins of real-world systems
Internet of Things (IoT) Use for device fleets, secure device communication, edge processing, and telemetry. Provision device identity, certificate rotation, OTA updates, rules, offline behavior, fleet monitoring, and alerting. Docs
Secure bi-directional communication for LoRaWAN and Sidewalk end devices
Internet of Things (IoT) Use for device fleets, secure device communication, edge processing, and telemetry. Provision device identity, certificate rotation, OTA updates, rules, offline behavior, fleet monitoring, and alerting. Docs
Choose the right ML services and frameworks to support your work
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Easily implement human review of ML predictions
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Tools, knowledge, and guardrails AI coding agents need to build, deploy, and manage applications on AWS
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Scalable, open-source deep learning framework
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Build internal applications to automate processes and simplify organization activities
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Access best-in-class foundation models to build generative AI applications
Machine Learning Build production generative AI features with managed foundation models. Control model access, log prompts safely, evaluate outputs, add guardrails, monitor latency/cost, and protect sensitive data. Docs
Deploy and operate agents at scale using any framework and model
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Access the native Anthropic platform with AWS billing and security
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Find your most expensive lines of code
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Discover insights and relationships in text
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Detect and return useful information in unstructured clinical text
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Agentic AI for healthcare that's built around the people that deliver it
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Deep learning on Amazon EC2
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Docker images for deep learning
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Improve application availability with ML-powered cloud operations
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Increase forecast accuracy using machine learning
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Detect more online fraud faster
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Manage medical imaging data
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Securely store, transform, query, and analyze health data in minutes
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Transform omics data into insights
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Reinvent enterprise search with ML
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Build voice and text chatbots
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Learn about Amazon machine learning services
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Reduce unplanned equipment downtime with predictive maintenance and ML
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
A family of foundation models for Amazon Bedrock
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Build and manage fleets of reliable AI agents to automate UI workflows
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Improve your operations with computer vision at the edge
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Build real-time recommendations into your applications
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Turn text into life-like speech
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Analyze image and video
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Build, train, and deploy machine learning models at scale
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Extract text and data from documents
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Automatic speech recognition
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Natural and fluent language translation
Machine Learning Use for model training, inference, feature pipelines, generative AI, and ML operations. Version datasets/models/prompts, monitor drift/latency/cost, secure model access, review safety, and automate deployment/rollback. Docs
Manage your AWS accounts as a group
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Quickly deploy application configurations to applications of any size
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Choose the right AWS monitoring and observability service
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Create and manage resources with templates
Management & Governance Provision production infrastructure as code. Use reviewed templates, change sets, drift detection, stack policies, parameter separation, and rollback planning. Docs
Track and monitor activities by users, roles, or AWS services
Management & Governance Audit AWS API activity across accounts and regions. Enable organization trails, log file validation, S3/KMS protection, CloudWatch/SIEM forwarding, and alert on sensitive actions. Docs
ChatOps for AWS
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Monitor resources and applications
Management & Governance Collect production metrics, logs, dashboards, alarms, and traces. Create service-level alarms, log retention, structured logs, dashboards, anomaly detection, and incident notifications. Docs
Scale multiple resources to meet demand
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
AI-powered agent that proactively secures your applications
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Command line interface tool to manage AWS services
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Identify optimal AWS compute resources
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Track and evaluate configuration changes
Management & Governance Track resource configuration and compliance over time. Enable recorders, managed/custom rules, aggregators, remediation, and alerts for drift from standards. Docs
View and manage resources to support incident response while on-the-go
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Set up and govern a secure, compliant multi-account environment
Management & Governance Set up and govern a multi-account AWS landing zone. Customize account factory, guardrails, logging, security accounts, network baselines, and drift remediation. Docs
Automate management of Amazon EBS snapshots and Amazon EBS-backed AMIs
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
AI agent that resolves and proactively prevents AWS incidents
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Find information about events that can affect your AWS resources
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Easily size, configure, and deploy third-party applications on AWS
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Track and manage software licenses across multiple AWS Regions
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Visualize and analyze your operational data at scale
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Highly available, secure, and managed monitoring for your containers
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Web-based user interface comprising multiple AWS service consoles
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Central governance and management across AWS accounts
Management & Governance Structure production, staging, security, shared services, and sandbox accounts. Use SCPs, account baselines, centralized billing, delegated admin, and separate blast-radius boundaries. Docs
Automate management for container and serverless deployments
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Prepare and protect your applications from disruptions
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Search for and discover relevant resources across AWS
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
See your resources across the AWS Regions in your AWS account
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Create and use standardized products
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Provision, manage, and operate AWS resources within ITSM tools
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
View and manage your AWS workload quotas easily and at scale
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Provides a suite of features to help you understand your environmental impact from using AWS services
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Gain operational insights and take action
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Mitigate and recover from incidents affecting your applications hosted on AWS
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Add, edit, or delete tags on multiple AWS resources
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Automate the deployment and management of your telco networks on AWS
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Script operations on AWS resources from the PowerShell command line
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Optimize performance and security
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Unifies the notification experience across AWS services
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Review and improve your workloads
Management & Governance Use as the operational backbone for production accounts, logs, metrics, automation, compliance, and inventory. Centralize logs, define alerts, use IaC, enforce policies, manage accounts, tag resources, and run incident drills. Docs
Buy or sell software that runs on AWS
Marketplace Use when buying third-party software for production workloads. Review licensing, support SLAs, security posture, upgrade path, vendor access, and cost model. Docs
Migrate timing-critical uncompressed video workflows to the cloud
Media Services Use for video/audio/image processing, live streaming, encoding, packaging, and delivery. Plan throughput, content protection, DRM, CDN, alarms, storage lifecycle, and fallback pipelines. Docs
Simplified render management and scalable infrastructure for rendering projects
Media Services Use for video/audio/image processing, live streaming, encoding, packaging, and delivery. Plan throughput, content protection, DRM, CDN, alarms, storage lifecycle, and fallback pipelines. Docs
Apply machine learning models to video
Media Services Use for video/audio/image processing, live streaming, encoding, packaging, and delivery. Plan throughput, content protection, DRM, CDN, alarms, storage lifecycle, and fallback pipelines. Docs
Reliable and secure live video transport
Media Services Use for video/audio/image processing, live streaming, encoding, packaging, and delivery. Plan throughput, content protection, DRM, CDN, alarms, storage lifecycle, and fallback pipelines. Docs
Convert file-based video content
Media Services Use for video/audio/image processing, live streaming, encoding, packaging, and delivery. Plan throughput, content protection, DRM, CDN, alarms, storage lifecycle, and fallback pipelines. Docs
Convert live video content
Media Services Use for video/audio/image processing, live streaming, encoding, packaging, and delivery. Plan throughput, content protection, DRM, CDN, alarms, storage lifecycle, and fallback pipelines. Docs
Video origination and packaging
Media Services Use for video/audio/image processing, live streaming, encoding, packaging, and delivery. Plan throughput, content protection, DRM, CDN, alarms, storage lifecycle, and fallback pipelines. Docs
Video personalization and monetization
Media Services Use for video/audio/image processing, live streaming, encoding, packaging, and delivery. Plan throughput, content protection, DRM, CDN, alarms, storage lifecycle, and fallback pipelines. Docs
Encode and package video assets with on-premises software
Media Services Use for video/audio/image processing, live streaming, encoding, packaging, and delivery. Plan throughput, content protection, DRM, CDN, alarms, storage lifecycle, and fallback pipelines. Docs
Build engaging live stream experiences using IVS
Media Services Use for video/audio/image processing, live streaming, encoding, packaging, and delivery. Plan throughput, content protection, DRM, CDN, alarms, storage lifecycle, and fallback pipelines. Docs
Choose the right AWS tools and services for your migration
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Discover on-premises applications to streamline migration
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Secure, physical locations for quick transfer of data to AWS
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Migrate databases with minimal downtime
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Simple, fast, online data transfer
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Migrate and operate a VCF environment on Amazon EC2 within your VPC
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Migrate, modernize, operate, and run mainframe workloads
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Track migrations from a single place
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Convert source schema and most code to target-compatible format
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Fully managed SFTP, FTPS, and FTP service
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Use agentic AI to accelerate the transformation of infrastructure, applications, and code
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Automate application migration and modernization
Migration & Transfer Use to move existing apps, servers, databases, files, and identities into AWS. Do discovery, test migrations, validate cutover/rollback, sync deltas, and run performance/security checks before production traffic. Docs
Build, deploy, and manage APIs
Networking & Content Delivery Expose REST, HTTP, or WebSocket APIs for production apps. Use stages, custom domains, auth, throttling, request validation, logging, WAF where needed, and canary deployments. Docs
Monitor and control microservices
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Choose the right AWS networking and content delivery services
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Service discovery for cloud resources
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Global content delivery network
Networking & Content Delivery Serve web apps, APIs, media, and downloads globally with caching and TLS. Use ACM certificates, origin access control, cache policies, WAF, security headers, invalidation strategy, and logging. Docs
Dedicated network connection to AWS
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Distribute incoming traffic across multiple targets
Networking & Content Delivery Distribute production traffic across EC2, containers, IPs, or Lambda. Use health checks, TLS policies, access logs, cross-zone balancing, target group alarms, and blue/green target switching. Docs
Highly available and scalable Domain Name System (DNS) web service
Networking & Content Delivery Manage production DNS, domain routing, health checks, and failover. Use hosted-zone change control, low-risk TTLs for migrations, health checks, weighted/failover records, DNSSEC where needed, and registrar protection. Docs
Move traffic for application disaster recovery
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Improve global application availability and performance
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Configure private connections to other cloud service providers
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Co-locate your real-time bidding applications on AWS
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Provide secure access to corporate applications without a VPN
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Isolated cloud resources
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Securely access your network resources
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Simplify service-to-service connectivity, security, and monitoring
Networking & Content Delivery Use to connect users, services, accounts, data centers, and the internet securely and reliably. Design VPCs/subnets/routing, use multiple AZs, TLS, DNS health checks, WAF/DDoS controls, egress controls, and network observability. Docs
Manage your AWS Partner Network (APN) membership and access AWS Partner resources
Partner Central Use for AWS Partner Network workflows around production delivery and customer engagements. Track competencies, opportunity process, compliance requirements, and support ownership. Docs
Accelerate quantum computing research
Quantum Computing Use for experimental or specialized quantum workloads, usually outside the core production path. Isolate experiments, control cost, protect data, and define fallback classical workflows. Docs
Fully managed ground station as a service
Satellite Use for satellite ground station communication and space data workflows. Plan scheduling, region availability, data transfer, downstream processing, monitoring, and security boundaries. Docs
On-demand access to AWS compliance reports
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Provision, manage, and deploy SSL/TLS certificates
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Find the AWS security, identity, and governance services and tools that fit your needs
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Identity management for your apps
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Set up and run Microsoft Active Directory with AWS services
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Managed threat detection service
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Securely manage access to services and resources with IAM
Security, Identity, & Compliance Define users, roles, service permissions, and least-privilege access boundaries. Use roles over users, MFA, permission boundaries, access analyzer, credential rotation, and no long-lived secrets in apps. Docs
Audit your AWS usage to simplify how you assess risk and compliance
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Store hundreds of millions of application-specific objects
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Investigate potential security issues
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Deploy network security across your VPCs with just a few clicks
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Move sensitive workloads into the cloud
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Manage single sign-on access to AWS accounts and apps
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Automated and continual vulnerability management at scale
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Discover and protect your sensitive data at scale
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Deploy network security across your Amazon VPCs with just a few clicks
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Fully managed payment cryptography service
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Simple, secure service to share AWS resources
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Rotate, manage, and retrieve secrets
Security, Identity, & Compliance Store and rotate database credentials, API keys, and app secrets. Use automatic rotation where possible, tight IAM, KMS encryption, no plaintext env files, and alert on access anomalies. Docs
Create private certificates to identify resources and protect data
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Security documentation by category
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Unified security and compliance center
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Helps you respond to and receive CIRT assistance for security events
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Automatically centralize your security data with a few clicks
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
DDoS protection
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Permissions management and authorization for custom applications
Security, Identity, & Compliance Use before and during deployment to protect identities, applications, data, networks, and compliance posture. Enable MFA/SSO, least privilege, threat detection, encryption, vulnerability management, WAF, audit logs, incident response, and compliance evidence. Docs
Filter malicious web traffic
Security, Identity, & Compliance Protect public web apps and APIs from common web attacks and abusive traffic. Attach to CloudFront/ALB/API Gateway, use managed rules, rate limits, logging, test mode, and tuning for false positives. Docs
Build, deploy, and manage APIs
Serverless Expose REST, HTTP, or WebSocket APIs for production apps. Use stages, custom domains, auth, throttling, request validation, logging, WAF where needed, and canary deployments. Docs
Choose a modern application development approach
Serverless Use for event-driven APIs, background processing, workflows, and apps without server management. Design idempotency, concurrency limits, retries/DLQs, observability, cold-start needs, IAM boundaries, and deployment aliases. Docs
Managed NoSQL database
Serverless Run low-latency NoSQL tables for serverless and high-scale applications. Design keys carefully, enable PITR, autoscaling/on-demand capacity, GSIs, TTL, streams if needed, alarms for throttles, and access policies. Docs
Serverless event bus for SaaS apps and AWS services
Serverless Build event-driven production integrations across services and SaaS apps. Define schemas, DLQs, retries, event archive/replay, bus permissions, and alarms on failed invocations. Docs
Serverless compute for containers
Serverless Use for event-driven APIs, background processing, workflows, and apps without server management. Design idempotency, concurrency limits, retries/DLQs, observability, cold-start needs, IAM boundaries, and deployment aliases. Docs
Run code without thinking about servers
Serverless Run event-driven APIs, scheduled jobs, webhooks, stream processors, and lightweight backend logic. Use versions/aliases, reserved concurrency, retries/DLQ, structured logs, tracing, secrets from managed stores, and alarms on errors/throttles/duration. Docs
Introduction to core serverless concepts and services in the AWS Cloud
Serverless Use for event-driven APIs, background processing, workflows, and apps without server management. Design idempotency, concurrency limits, retries/DLQs, observability, cold-start needs, IAM boundaries, and deployment aliases. Docs
Pub/sub, SMS, email, and mobile push notifications
Serverless Fan out production notifications to queues, functions, HTTP endpoints, SMS, or email. Use topic policies, retries/DLQs, filtering, encryption, delivery logs, and subscription confirmation controls. Docs
Object storage built to retrieve any amount of data from anywhere
Serverless Store static assets, uploads, backups, data lakes, logs, artifacts, and serverless event sources. Block public access by default, enable encryption/versioning/lifecycle, use bucket policies, CloudFront for public assets, and replication where needed. Docs
Coordinate components for distributed applications
Serverless Orchestrate multi-step production workflows and long-running business processes. Use retries/catches, timeouts, idempotent tasks, execution history retention, versioning, and alarms on failures. Docs
Accelerate app development with fully-managed, scalable GraphQL APIs
Serverless Use for event-driven APIs, background processing, workflows, and apps without server management. Design idempotency, concurrency limits, retries/DLQs, observability, cold-start needs, IAM boundaries, and deployment aliases. Docs
Managed message queues
Serverless Buffer work between services and absorb production traffic spikes. Use DLQs, visibility timeout, idempotent consumers, encryption, backlog alarms, and redrive procedures. Docs
Centralized backup across AWS services
Storage Centralize backups for production resources. Define backup plans, vault locks where needed, cross-account/cross-region copies, retention, restore testing, and compliance reports. Docs
Choose the right AWS storage service
Storage Use for objects, files, blocks, backups, archives, artifacts, and disaster recovery data. Enable encryption, versioning/backups, lifecycle policies, access controls, replication, durability testing, and restore drills. Docs
Amazon EC2 block storage volumes
Storage Use for objects, files, blocks, backups, archives, artifacts, and disaster recovery data. Enable encryption, versioning/backups, lifecycle policies, access controls, replication, durability testing, and restore drills. Docs
Scalable, cost-effective application recovery to AWS
Storage Use for objects, files, blocks, backups, archives, artifacts, and disaster recovery data. Enable encryption, versioning/backups, lifecycle policies, access controls, replication, durability testing, and restore drills. Docs
Fully managed file system for Amazon EC2
Storage Use for objects, files, blocks, backups, archives, artifacts, and disaster recovery data. Enable encryption, versioning/backups, lifecycle policies, access controls, replication, durability testing, and restore drills. Docs
Launch, run, and scale feature-rich and high-performing file systems
Storage Use for objects, files, blocks, backups, archives, artifacts, and disaster recovery data. Enable encryption, versioning/backups, lifecycle policies, access controls, replication, durability testing, and restore drills. Docs
Low-cost archive storage in the AWS Cloud
Storage Use for objects, files, blocks, backups, archives, artifacts, and disaster recovery data. Enable encryption, versioning/backups, lifecycle policies, access controls, replication, durability testing, and restore drills. Docs
Object storage built to retrieve any amount of data from anywhere
Storage Store static assets, uploads, backups, data lakes, logs, artifacts, and serverless event sources. Block public access by default, enable encryption/versioning/lifecycle, use bucket policies, CloudFront for public assets, and replication where needed. Docs
Move petabytes of data to and from AWS, or process data at the edge
Storage Use for objects, files, blocks, backups, archives, artifacts, and disaster recovery data. Enable encryption, versioning/backups, lifecycle policies, access controls, replication, durability testing, and restore drills. Docs
Hybrid storage integration
Storage Use for objects, files, blocks, backups, archives, artifacts, and disaster recovery data. Enable encryption, versioning/backups, lifecycle policies, access controls, replication, durability testing, and restore drills. Docs