Runtime Governance Engineering for Enterprise AI
We don't write governance policies. We engineer the systems that enforce them — in production, under audit, at scale.
Runtime governance • Audit-ready controls • Measurable outcomes
Most AI governance programs exist on paper — policies written, filed, and forgotten until an audit forces action. OIA builds the runtime systems that enforce governance in production, not in slide decks.
What We Deliver
Two productized engagements. Fixed scope. Measurable outcomes.
AI Readiness Sprint
$7,500 · 2 weeks
Runtime Governance Audit, Compliance Gap Map, Risk-Prioritized Remediation Roadmap, and Stakeholder-Ready Summary Deck.
You'll know exactly where your AI systems are exposed — and what to fix first.
See full deliverables →AI Hardening Engagement
$25,000–$40,000 · 6–10 weeks
Custom Governance Policies, Runtime Monitoring Playbooks, Incident Response Protocols, Drift Detection + Escalation Triggers, and Audit-Ready Documentation Suite.
Your AI systems will be governance-hardened, audit-ready, and built to hold under pressure.
See full deliverables →How It Works
A clear path from assessment to enforcement.
1. Readiness Scan
30-minute diagnostic to baseline one AI workflow, identify failure modes, and map the next step.
2. AI Readiness Sprint
Two-week engagement delivering a complete governance audit with remediation roadmap.
3. AI Hardening
6–10 week engagement to build and enforce runtime governance systems across your AI stack.
Results
Anonymized outcomes from governance engagements.
Governance Compliance
Organizations achieving audit-readiness for SOC 2 AI, ISO 42001, and EU AI Act requirements.
Policy Enforcement
Runtime governance controls replacing paper-based policies with measurable enforcement.
Risk Reduction
Systematic identification and remediation of governance gaps across live AI systems.
Built by an Operator
Dan Mercede built OIA from an operations background — managing teams, systems, and accountability structures inside a $2B fitness brand. That discipline is why OIA doesn't just advise on governance. We engineer the systems that enforce it.
Read more about OIA →Ready to get started?
Let’s map outcomes and the fastest path to measurable wins.