CAPABILITY 04
AI Governance & Assurance
Evaluation frameworks, observability, and compliance review shipped with every deployment. Not an optional add-on.
WHAT WE BUILD
Specifics, not capability slides.
Golden-set evaluation suites gating every merge
Trace-level cost and latency budgets enforced in CI
Redaction and retention policy applied at ingestion
Audit trails for every autonomous action, with disclosure hooks
Evaluation suitesTracingError monitoring
Capabilities, not a required toolset. Any named product is an example of something we have already hardened, we build against whatever you already run.
HOW WE WORK ON IT
Three habits we do not skip.
01
Define
Success and failure criteria written down before the build starts.
02
Gate
Regressions in quality or cost fail the pipeline, not the customer.
03
Review
Monthly evaluation drift review with the client, on the record.
Disclosure guidance for autonomous transactions is already in draft. Audit trails are cheap now.
NEXT STEP
Bring us a hard integration
We are happier discussing rate limits and schema drift than discussing transformation.