Service
GenAI on AWS
GenAI on AWS covers the architecture, implementation and review of generative AI and agent workloads built on Amazon Bedrock and Amazon Bedrock AgentCore. It suits AWS-committed teams starting a new workload, and teams whose existing workload needs an experienced review of cost, evaluations and governance before it scales.
Project or review sprint
Who it is for
- Engineering and platform teams at AWS-committed organizations
- Teams with a GenAI or agent workload that is struggling on cost, quality or reliability
- Regulated organizations that need governance patterns built into the architecture
What is included
- Solution architecture
- Bedrock and AgentCore architecture for a new workload, or a rescue plan for an existing one.
- Architecture review
- A Well-Architected-style review of a GenAI workload, including cost, evaluations and operations.
- Implementation support
- Hands-on work alongside your team to implement the agreed architecture.
- Governance for regulated environments
- Patterns for identity, access, logging, evaluation and approval that auditors and risk teams can follow.
What you get
- An architecture or review report with prioritized findings
- Cost and evaluation practices your team can run without outside help
- Governance patterns mapped to the controls your organization already uses
Scope
The work is AWS-specific. For vendor-neutral agent design and delivery, see Agentic AI; for how your team builds software with coding agents, see Agentic Engineering.
Delivered by a practitioner running production GenAI on AWS in a regulated pharmaceutical environment, an AWS Community Builder (AI Engineering) holding several AWS certifications.
Frequently asked questions
Do you review workloads that are already in production?
Yes. A review sprint looks at an existing workload's architecture, cost, evaluations and governance and ends with prioritized findings.
Which AWS guidance do reviews use?
Reviews follow the structure of the AWS Well-Architected Framework, including the Generative AI and Agentic AI lenses where they apply.
Related articles
- How to Apply to the AWS Community Builders Program in 2027AWS Community Builders applications open in January 2027. Learn what the program offers and how to prepare, from my experience applying twice.
- The AWS Well-Architected Agentic AI Lens: a working referenceWhat the lens contains, how its six pillars extend the Well-Architected Framework, the practices its reading paths name, and where the lens stops.
Interested in GenAI on AWS?
Start a conversation about your context, or take the free 5-minute AI maturity snapshot first.