Most AI programmes treat governance as a gate at the end and cost as a surprise at the invoice. We invert both. Model-risk controls, explainability, security and cost telemetry are designed into the architecture on day one — so audit, compliance and finance are enabled by your AI, not fighting it.
Model-risk management, explainability & decision replay, human-in-the-loop policy design, bias & fairness testing, AI inventory and policy alignment to EU AI Act, RBI/APRA/HIPAA-class regimes.
Delivered under our CyberMesh practice: identity & access for agents, data protection & residency enforcement, prompt-injection defence, monitoring & incident response for AI systems, and secure SDLC.
Cost-per-inference / per-workflow / per-outcome telemetry; budget guardrails enforced in code; model right-sizing and routing; showback/chargeback dashboards; quarterly unit-economics reviews.
