Bedrock AgentCore is metered across twelve distinct components — Runtime, Browser, Code Interpreter, Gateway, Identity, Memory (two tiers), Observability, Evaluations, Payments, Search, and the underlying model spend. Two of them drive 80% of the bill.
SageMaker AI Savings Plans deliver up to 64% off SageMaker training, real-time inference, async inference, serverless inference, and processing jobs in exchange for 1-year or 3-year hourly commitment. Compute Savings Plans do NOT cover SageMaker — this is a separate purchase. The break-even is dramatically faster than RI-style commits for steady ML production workloads.
Build production-ready AI agents on Bedrock with tool use, multi-step workflows, and supervisor patterns. From single agents to multi-agent orchestration.
Compare Amazon Q and GitHub Copilot for code generation, IDE integration, and developer productivity.
Choose between AWS Bedrock and OpenAI API for enterprise generative AI. Compare pricing, compliance, latency, and feature trade-offs.
Compare fine-tuning and RAG (retrieval-augmented generation) for customizing LLMs on Bedrock. Cost, latency, and accuracy trade-offs.
Production guide for HIPAA-compliant generative AI on AWS Bedrock — BAA scope, eligible models, Guardrails for PHI redaction, Knowledge Bases for RAG over clinical data, VPC isolation, and the audit evidence package OCR investigators expect.
Build SaaS with AI: multi-tenant architecture on Bedrock, cost isolation, and tenant data security.
Deploying GenAI without guardrails is a compliance incident waiting to happen. Here is how to build a production-grade AI governance layer on AWS using Amazon Bedrock Guardrails, least-privilege IAM, and continuous evaluation.
Nova Canvas generates production-quality images. Nova Reel generates short videos. Both run on Bedrock with enterprise controls. Here's how to deploy them at scale.
Your CISO blocks ChatGPT Enterprise. Your engineering team prefers it. A CTO-level decision framework for picking between Amazon Q for Business and ChatGPT Enterprise — data residency, per-seat economics, and the integrations that decide which one actually ships.
Building generative AI on AWS? Amazon Bedrock removes the complexity of training and hosting foundation models, letting businesses deploy production LLM apps faster, more securely, and at lower cost.
