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What we do

AI Governance & Compliance

Governance is not a binder. It's a living practice. We stand up AI governance programs that satisfy NIST AI RMF, ISO/IEC 42001, and EU AI Act obligations — while actually getting used by the teams they apply to.

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Deliverables

What you get.

Framework mapping

One control set mapped to NIST AI RMF, ISO/IEC 42001, and EU AI Act — so you prove compliance across frameworks without duplicating work.

AI inventory & risk scoring

Complete inventory of models, datasets, and use cases with a risk score tied to your enterprise risk register.

AUP that doesn't kill innovation

Acceptable-use policy that tells employees what tools are approved, what data is off-limits, and how to ask for exceptions — in plain English.

Model evaluation pipelines

Every model gets evaluated on safety, bias, and fit before production — and re-evaluated on a defined cadence.

Incident & disclosure playbooks

When something goes wrong, you have a pre-approved path: triage, contain, notify, document.

FAQ

Common questions.

Do we need ISO 42001 certification?

Not necessarily. But aligning with it now makes future certification or customer attestation far cheaper.

Are we in scope for the EU AI Act?

If you do business in the EU or have EU users, likely yes. We help scope applicability and prioritize controls.

How do you avoid 'shelfware' policies?

Every policy has an owner, an enforcement mechanism, and a review cycle. If it doesn't, we don't write it.

Related insights

Writing on AI Governance & Compliance.

AI Governance & Compliance · February 22, 2026

Writing an AI Acceptable Use Policy That Does Not Kill Innovation

A poorly written AI AUP bans everything employees need or is too vague to guide anyone. Here's how to write one that works for security and operations alike.

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AI Governance & Compliance · February 5, 2026

NIST AI RMF, ISO 42001, and the EU AI Act: A Pragmatic Map

NIST AI RMF, ISO 42001, and the EU AI Act overlap significantly. Here's how to satisfy all three without building three separate compliance programs.

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AI Governance & Compliance · January 20, 2026

The Air Canada Precedent: Your Chatbot Is Your Liability

Air Canada was ordered to honor a policy its chatbot invented. The ruling established that businesses are liable for what their AI tells customers — full stop.

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