AI Governance & Compliance
Compliance as an engineering decision, not an afterthought
We make compliance an engineering decision. Whether your obligations run to the EU AI Act, HIPAA, or SOC 2, we build governance controls designed for regulated and data-sensitive environments, so your AI stays accurate, compliant, and cost-efficient in production.
Where this usually goes wrong
The patterns we see most often before an engagement begins.
Compliance as an afterthought
Controls are bolted on late and end up blocking launch.
No evidence trail
Auditors ask what a model decided and why, and no record exists.
Unclear obligations
Teams cannot tell which regimes actually apply to a given AI system.
How we deliver
Four stages, each with something you can review before the next one starts.
Classify
We establish which obligations apply to each AI system and how it will be assessed.
Design
Controls for access, logging, approval, and retention are engineered into the build.
Document
Model cards, risk assessments, and decision records are produced as part of delivery.
Evidence
Audit trails and reporting give you something to hand to a regulator or an auditor.
What's included
Outcomes
How you can work with us
Three ways to engage, so the shape of the work matches who owns delivery.
Governance and risk assessment
System classification, risk assessment, and model documentation mapped to the regimes that actually apply to you.
Best before an AI system ships or an audit begins.
Controls built into delivery
Access, logging, approval, retention, and explainability engineered into the build rather than documented after it.
Best when a regulated system is being built.
Evidence and audit support
Audit trails, reporting, and decision records assembled so you can answer a regulator or an assessor with evidence.
Best when you must demonstrate controls, not describe them.
What we build on
The platforms and frameworks we work with most often. We select on your constraints and existing contracts, not on a preference of ours.
Frequently asked questions
AI Governance & Compliance by industry
The sectors where this work repeats most often, and the constraints each of them brings.