Governance Monitoring
Prevent drift. Maintain compliance. Continuous governance for AI systems that never stop changing.
Who This Is For
You've audited your AI systems. You may have built the control plane. But AI systems drift — models update, prompts change, new capabilities emerge, and the governance you built starts to decay.
Governance Monitoring keeps your Containment Layer operational. We detect variance before it becomes liability, and we prove compliance continuously — not once a year.
Monthly Deliverables
Governance Report
Variance tracking, fitness delta, determinism debt trend. Data-driven, sourced from your OTel pipelines and dashboards.
Process Conformance Replay
Token replay against your baseline process model. Fitness delta, concept drift detection, and spaghetti alerts for degrading workflows.
Drift Detection
Wave drift, autonomy tier integrity, SPAR health, memory drift, prompt configuration changes, and capability frontier shifts — all monitored monthly.
Incident Response
Root cause analysis, trace reconstruction, automated detection via OTel severity signals, and corrective action recommendations.
Evidence Collection
Decision logs, model version history, human-in-the-loop records, risk treatment status, and pipeline health verification. Audit-ready at all times.
AI Velocity Scorecard
Deploys enabled, time-to-decision, incidents avoided, stalled pilots shipped, revenue unlocked. Governance ROI in hard numbers.
Quarterly Deep Dives
Every quarter, we conduct a comprehensive re-assessment covering:
- Maturity re-score (L1-L5)
- Bounded Autonomy tier re-assessment
- Rollback drill
- SPAR & reasoning health check
- Memory architecture review
- Tool resilience re-scan
- Capability frontier re-assessment
- Process model re-discovery
- Agentic security re-scan
- Regulatory update brief
- Supply chain review
- Strategic governance brief
The Strategic Governance Brief is a quarterly 4-driver review: Strategy, Execution, People, and Technology. It's not just compliance monitoring — it's a fractional Chief AI Officer function that keeps your AI program aligned with business outcomes.
Why Continuous?
AI governance cannot be a point-in-time activity. Models update. Prompts drift. New capabilities emerge. Regulations change. The blast radius of ungoverned AI compounds monthly.
A one-time audit tells you where you were. Continuous monitoring tells you where you are right now — and catches drift before your next board meeting, not after.
Stay in Control.
$5,000/month. Continuous governance. Audit-ready at all times.
Need to start from the beginning?
← Start with the Governance Audit ($6,500)