AI governance & assurance
As AI regulation lands, someone has to prove your systems are safe, fair and accountable. We make your AI audit-ready — and keep it that way.
Everyone shipped AI. Almost no one can prove it's safe.
New rules — the EU AI Act, sector guidance and disclosure requirements — are turning “trust us” into a liability. Governance isn't optional anymore, and a model can't certify itself. That accountability needs a human, and the evidence needs an engineer.
Governance that's real, not theatre
Practical controls and evidence — implemented in your stack, owned by accountable people.
AI audits & risk assessment
Independent review of your models, data and pipelines — mapping risk, bias and failure modes before regulators or incidents do.
Model documentation
Model cards, data lineage and decision records that prove how a system was built, trained and validated.
Guardrails & policy-as-code
Input/output controls, content safety, access policies and rate limits enforced in code — not in a slide deck.
Evaluation & monitoring
Eval harnesses, regression suites and drift detection so you know your AI is accurate today and stays that way.
Human-in-the-loop controls
Review, escalation and override workflows for high-stakes decisions — the accountability regulators require.
Compliance mapping
Controls aligned to the EU AI Act, sector rules, SOC 2, HIPAA and GDPR — with the evidence to back them up.
Assess. Document. Control. Monitor.
A repeatable assurance lifecycle that turns a pile of AI experiments into a governed, defensible program — with the paper trail to prove it.
- Security-first, zero-trust engineering discipline
- Independent assurance — we test what others ship
- Controls implemented as code, not paperwork
- Open-source-focused, no black-box tooling
Assess
Inventory AI systems, classify risk and surface gaps against the rules that apply to you.
Document
Produce model cards, data lineage and audit trails that stand up to external review.
Control
Implement guardrails, evals and human-in-the-loop checkpoints as enforceable code.
Monitor
Continuously watch for drift, abuse and policy violations — and report on them.
For the teams who answer to regulators
When AI decisions carry legal or financial weight, assurance is the cost of doing business.
Financial services
Model risk, fair-lending and regulator-ready evidence.
Healthcare
Safe, documented clinical and operational AI under HIPAA.
Public sector & enterprise
EU AI Act readiness and board-level accountability.
Is your AI ready for an audit?
We'll assess where you stand and build the controls and evidence to close the gap.