AWS GenAI Production Readiness Review
A fixed-scope architecture review that takes your Bedrock or agentic AI workload from "it works in a notebook" to "it can run safely in production."
What you get
A written report covering, for each component of your system:
- Observability - prompt/response logging, metrics, traces, dashboards.
- Guardrails - content filters, denied topics, PII handling, output validation.
- Evals - quality, safety, and regression test design.
- Cost - model selection, caching, batch vs interactive, token economics.
- Scaling & latency - concurrency limits, fallbacks, retry strategy.
- EU AI Act alignment - Article 9 (risk management), Article 12 (logging), Article 14 (human oversight) gap analysis.
- Remediation roadmap - prioritized backlog, owner-ready.
How it runs
- 2 weeks, kicked off within 5 business days of signing.
- Async-friendly - async interviews + 2 working sessions.
- Senior delivery - one principal-level engineer, no rotating team.
Who it's for
Engineering and product leaders at European enterprises whose AI workload uses Amazon Bedrock, AgentCore, SageMaker, or self-hosted models on AWS, and who need to ship it to production with EU AI Act and internal-audit alignment.
Next step
Book a 30-minute scoping call or send a message.