OcaaS is Layer8's ongoing AI oversight service — a standing governance function for organizations deploying AI in production. NIST AI RMF-aligned, audit-ready, and built for teams that can't afford to find out the hard way.
A policy document doesn't govern your models. A one-time red-team doesn't catch drift. Organizations deploying AI need an ongoing oversight function — not a checkbox.
AI use policy, permitted model list, risk taxonomy, and accountability matrix — the foundational documents your legal, compliance, and board need.
Scheduled reviews of deployed AI systems for model drift, scope creep, data quality changes, and emerging regulatory exposure.
Defined escalation paths, rapid assessment protocol, and post-incident documentation for AI failures, bias events, and data exposure.
Structured approval process for new model deployments, prompt changes, and tool integrations — before they touch production.
Tracking for emerging AI regulation (EU AI Act, state-level frameworks) and gap analysis against your current governance posture.
Governance decisions, model reviews, and oversight activity documented in a format your auditors, board, and insurers can actually use.
Mid-market and enterprise organizations (50–5,000 employees) using AI in production — customer-facing, internal, or as a core product — without a dedicated AI governance function.
Healthcare, financial services, legal, insurance, and any regulated industry where AI decisions carry material compliance exposure.
OcaaS engagements start with a scoping conversation. Tell us what you've deployed and where the gaps are — we'll build the oversight function around that.