Data & AI Governance
The regulatory landscape around AI and data governance is evolving faster than most organizations can keep pace. Algorithmic decisions face increasing scrutiny, cross-border data restrictions are tightening, and the compliance bar rises with each new framework. We help you build governance structures that enable responsible innovation while managing regulatory and competitive risk.
Service Offerings
AI System Inventory & Classification
Enterprise-wide cataloging of AI and ML systems, EU AI Act risk tier classification, Annex III high-risk mapping, and baseline documentation to establish your compliance starting point.
Data Governance Maturity Assessment
Diagnostic benchmarking of data management capabilities with gap analysis and governance readiness scorecard.
AI Risk Assessment & Testing
Evaluating AI/ML models for fairness, bias, transparency, explainability, and safety with compliance gap analysis.
Data Governance Framework Design
Policies, standards, role definitions, data stewardship structures, and governance council charter development.
AI Governance Blueprint
AI principles, risk taxonomy, approval workflows, and documentation standards aligned with EU AI Act and sector requirements.
Responsible AI Policy Advisory
Enterprise AI ethics policies, oversight mechanisms, bias review protocols, and transparency standards for board-level governance.
Cross-Border Data Transfer Strategy
Transfer impact assessments, standard contractual clauses, binding corporate rules, and data localization planning for GDPR, PIPL, and emerging privacy frameworks.
Data Classification & Inventory Program
Data cataloging, sensitivity classification schemas, and ownership assignment across enterprise data assets.
EU AI Act Technical Documentation
Article 11 technical files, Annex IV documentation packages, model cards, risk management records, and conformity assessment support for high-risk AI systems.
AI Lifecycle Management
Model inventory systems, review workflows, monitoring dashboards, and incident response protocols for ongoing AI oversight.
Third-Party AI Due Diligence
Vendor AI assessments, ongoing monitoring frameworks, and contract advisory for AI tool partnerships.
AI Officer as a Service
External AI governance function providing regulatory monitoring, periodic risk reviews, policy maintenance, and named accountability for auditors, customers, and regulators—structured oversight without a full-time hire.
Connected Services
Data and AI governance intersects with privacy, trade compliance, and legal operations. These related services address adjacent needs.
Self-Service Assessment Tools
Start assessing your AI governance posture today with our free tools — no engagement required.
AI Risk Assessment
Evaluate your AI system across 8 EU AI Act risk domains with 52 targeted questions. Get instant compliance scores and actionable recommendations.
Free to StartAI Vendor Assessment
Assess third-party AI vendors across governance, security, and compliance dimensions. Identify risks before you sign.
Free to StartFrequently Asked Questions
Common questions about AI governance consulting and our advisory services.
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