Runtime Governance Engineering

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

“If governance isn't enforced at runtime, it isn't governance.”

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

Solutions

$7,500 · 2 weeks

AI Readiness Sprint

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.

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$25,000–$40,000 · 6–10 weeks

AI Hardening Engagement

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.

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Process

How It Works

Readiness Scan

30-minute diagnostic to baseline one AI workflow, identify failure modes, and map the next step.

AI Readiness Sprint

Two-week engagement delivering a complete governance audit with remediation roadmap.

AI Hardening

6–10 week engagement to build and enforce runtime governance systems across your AI stack.

Outcomes

Results

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.

Leadership

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.

Ready to get started?

Let's map outcomes and the fastest path to measurable wins.

Schedule Your Readiness Scan