---
title: AWS GenAI Production Readiness Review | ccX
description: Independent architecture review of GenAI systems on AWS. Observability, guardrails, evals, cost, scaling, and EU AI Act alignment. Written report with remediation roadmap.
doc_version: 1.0.0
last_updated: 2026-05-20
canonical: https://ccx.hu/aws-genai-review
---

# 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](https://ccx.hu/book) or
[send a message](https://ccx.hu/contact).

## Sitemap

- [Home](https://ccx.hu/)
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- [EU AI Act Compliance](https://ccx.hu/eu-ai-act)
- [About](https://ccx.hu/about)
- [Testimonials](https://ccx.hu/testimonials)
- [Blog](https://ccx.hu/blog)
- [Contact](https://ccx.hu/contact)
- [Glossary](https://ccx.hu/glossary)
- [Full sitemap](https://ccx.hu/sitemap.md)