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Insights, guides, and latest trends from the world of AI tools

Latest Blogs

  • AI Governance Committee Charter Template

    AI Governance Committee Charter Template

    Charter template defining mission, membership, decision rights, and meeting cadence.

  • Vendor Due Diligence Scorecard for AI Procurement

    Vendor Due Diligence Scorecard for AI Procurement

    Scorecard weighting security, privacy, model transparency, and business continuity for AI vendors.

  • When AI Tool Incidents Trigger Regulatory Reporting

    When AI Tool Incidents Trigger Regulatory Reporting

    Framework for deciding when AI incidents require regulator notification beyond breach laws.

  • Access Review Cadence for AI Tool Accounts

    Access Review Cadence for AI Tool Accounts

    Quarterly access reviews for AI tools catch orphaned accounts and privilege creep.

  • Bias Testing Documentation Requirements for Deployed AI Tools

    Bias Testing Documentation Requirements for Deployed AI Tools

    Document bias tests even when vendors provide few tools. Minimum evidence for fairness reviews.

  • Records Retention Policy for AI-Generated Outputs

    Records Retention Policy for AI-Generated Outputs

    Retention schedules must cover prompts, outputs, and logs—not just final deliverables.

  • Documenting Human Oversight for AI-Assisted Decisions

    Documenting Human Oversight for AI-Assisted Decisions

    Auditors expect evidence of meaningful human oversight—not rubber stamps.

  • Model Change Management Policy for Third-Party AI Tools

    Model Change Management Policy for Third-Party AI Tools

    Vendor model swaps are changes to production systems. Policy for notice, eval, and rollback.

  • Integrating AI Tools With Microsoft 365 Beyond Copilot

    Integrating AI Tools With Microsoft 365 Beyond Copilot

    Third-party AI alongside M365 needs Graph permissions and Purview policy alignment.

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