AI Inventory & Shadow AI Risk Assessment
A complete map of every AI tool in your environment — sanctioned and unsanctioned. Vendor, department, data accessed, business owner, risk tier, and approval status, built from stakeholder interviews. No technical tooling required.
- AI system registry (spreadsheet + Notion tracker)
- Shadow AI exposure report by department
- Risk tier classification per system
- Remediation priority queue
AI Use Case Risk Assessment
Per-project intake form with a risk-scoring matrix covering data sensitivity, harm potential, regulatory exposure, autonomy level, vendor risk, and reversibility. Assigns a risk tier and approval recommendation for every new AI initiative.
- Intake form template (reusable per use case)
- 6-dimension risk scoring matrix
- Tier assignment: Low / Medium / High / Prohibited
- Approval workflow recommendation
AI Risk Register (AIRA)
Likelihood × impact scoring matrix covering data risk, model risk, and operational risk — fed directly by your AI inventory. The same rubric applied consistently across every system, every quarter.
- AIRA scoring matrix (data, model, operational risk)
- Risk heat map by business unit
- Quarterly review protocol
- Board-ready risk summary format
Third-Party AI Vendor Risk Assessment
Standardized vendor questionnaire covering data handling, training data usage, security certifications, and contract terms — plus a scoring rubric that produces a defensible vendor risk rating for procurement and legal teams.
- Vendor questionnaire (40-point standard)
- Scoring rubric and risk tier output
- Contract clause checklist (data, IP, breach notification)
- Ongoing monitoring framework
AI Governance Program Charter & Policy Library
Charter skeleton defining purpose, scope, roles, committee structure, and escalation path — plus a policy index covering acceptable use, model deployment, data handling, and incident response. Facilitation-heavy, not build-heavy.
- Governance charter (purpose, scope, RACI)
- AI committee structure and cadence
- Policy library index (6 core policies)
- Escalation and exception management path
EU AI Act Readiness & Gap Assessment
Classification checklist (prohibited / high-risk / limited-risk / minimal-risk) plus a structured gap scorecard against the core requirements. August 2026 enforcement makes this the highest-urgency engagement for any organization deploying AI in EU-regulated contexts.
- AI system classification across all 4 tiers
- Gap scorecard vs. Act requirements
- Remediation roadmap with ownership
- Audit-ready documentation package
AI Model Risk Assessment
Model card review plus accuracy, drift, and explainability checklist — documentation review, not technical model validation. Purpose-built for regulated-industry clients already familiar with model risk management frameworks (SR 11-7, OCC guidance).
- Model card review and gap analysis
- Accuracy / drift / explainability checklist
- Documentation completeness scorecard
- Regulatory alignment mapping (SR 11-7, OCC)
Responsible AI Scorecard
Process and documentation audit covering bias review, explainability, human oversight, and accountability ownership. Stays sellable and credible without a data science team — focused on governance and process, not algorithm tuning.
- Bias review process audit
- Explainability and transparency assessment
- Human oversight mapping per system
- Accountability ownership matrix
AI Governance Dashboard
Notion or Airtable rollup visualizing your AI inventory and risk register for executive audiences. Assembled, not coded — a reusable structure deployable across every client environment with zero engineering overhead.
- Executive dashboard template (Notion / Airtable)
- Risk register visualization
- Policy compliance tracking
- Monthly governance reporting cadence
AI Incident Response Plan
IT incident response template adapted with AI-specific triggers — model failure, hallucination-driven harm, data leakage, and agent malfunction. Defines detection, containment, notification, and post-incident review protocols.
- AI-specific trigger taxonomy
- Detection and escalation runbooks
- Containment and rollback procedures
- Regulatory notification decision tree