Enterprise AI Governance
Diagnostic.
The institutional standard for AI governance assessment. 13 domains, executive-grade scoring, peer benchmarking, and a board-ready roadmap.
Governance Domains
13
Risk Indicators
160+
full instrument
Estimated Duration
25–45m
Delivery
Dashboard
executive memo included
Thirteen domains. One institutional standard.
Architected with multilateral governance doctrine and refined through institutional engagements.
Governance Architecture
Operating model, accountability lines and oversight bodies.
Risk Management
AI-specific risk taxonomy, controls and escalation pathways.
AI Policy & Controls
Policies, standards and lifecycle controls across the institution.
Third-Party AI Governance
Vendor onboarding, audit rights and contractual safeguards.
Vendor Exposure
Concentration risk, shadow AI and embedded AI surface mapping.
Board Oversight
Board-level reporting cadence, fluency and decision quality.
Legal & Regulatory Exposure
Multi-jurisdictional AI regulation, sectoral law and litigation risk.
Data Governance
Training data integrity, lineage and use-of-data controls.
AI Incident Preparedness
Detection, response, escalation and disclosure readiness.
Public Sector / Citizen Risk
Rights, equity and public interest impact assessment.
Model Risk Governance
Validation, monitoring and challenger-model practices.
Responsible AI Controls
Fairness, transparency and human oversight mechanisms.
Robotics Governance
Optional module for physical-AI, autonomous and embedded systems.
A board-grade institutional dashboard.
Each engagement concludes with a structured intelligence package: scoring, heatmap, benchmark and remediation pathway.
Governance Maturity Score
Composite institutional index, 0–100.
Risk Heatmap
Quantified exposure visualization across domains.
Capability Breakdown
Domain-by-domain maturity stratification.
Readiness Benchmark
Peer-cohort and sector comparison.
Recommended Roadmap
Phased remediation prioritized by risk velocity.
Executive Recommendations
Board-grade summary memo for leadership.
Available to enterprises and institutions.
The Enterprise Diagnostic is delivered as a structured engagement. Submit a request to begin scoping.
- Confidential institutional engagement
- Tailored to sector and jurisdiction
- Delivered with executive briefing
- Includes benchmark cohort access
- Re-assessment cycle available