Skip to content
AA Consulting

About

We build the governance, and we own the judgment behind it.

Most AI consulting picks a side: the integrators who ship controls without an opinion on what they enforce, or the strategists who hold the opinion but never ship. We work the overlap, in regulated production, where both have to be true at once.

What we actually do.

We take enterprise AI agents from a working prototype to a governed production system: the AI gateway, guardrails and content safety, observability, evaluation, and the secure CI/CD that keeps the governed path the default.

Before any of that is built, there is a decision to make, what good use means here, where the risk sits, what the system must refuse. We do that work with the executives who set intent and the engineers who encode it, then make the decision enforceable in code that survives an audit.

How we work

Regulated-industry fluency, constraint-first.

Genuinely multi-cloud
AWS Bedrock AgentCore, Azure AI Foundry, GCP Vertex AI, federated behind one governed path, not three silos.
Residency and compliance
EU-only or in-region data residency, on-prem-only or cloud-only constraints, audit trails treated as first-class inputs.
Production-proven
Patterns shipped under real regulatory pressure, not sketched on a slide and handed off.
Best-fit, not one-size
We start from your constraints and design the solution that fits them, build-vs-buy decided on evidence, not vendor preference.

If that overlap is your gap, let’s talk.

Discuss an engagement