Four categories of AI compliance tools
Regulatory Intelligence
Automated monitoring and mapping of applicable regulations. The upstream layer that feeds everything else. Key: company-specific vs. generic alerts.
Due Diligence Engines
Third-party screening across sanctions, PEP, adverse media, and corporate registries. Key: coverage breadth and recall rate.
Document Analysis
AI-powered review of contracts, policies, and regulatory texts. Key: accuracy on domain-specific legal language.
Reporting Automation
Generation of audit-ready documentation, board reports, and regulatory filings. Key: traceability and source linking.
The evaluation framework
When evaluating AI compliance tools, focus on five criteria: (1) Specificity: does it deliver company-specific intelligence or generic alerts? (2) Accuracy: what is the F1 score / precision on your regulatory domain? (3) Traceability: can every output be traced to a primary source? (4) Coverage: how many jurisdictions and frameworks? (5) Integration: does it connect to your existing workflow (Slack, Jira, GRC)?
