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Guides for governing AI with confidence
Checklists, frameworks, and definitions for security, IT, governance, and AI platform teams. Start with a guide or browse by topic.
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Practical frameworks you can use in your next evaluation, rollout, or review.
How to evaluate an AI governance platform in one workflow
Use one realistic workflow to test discovery, policy, approval, failure behavior, and evidence. This run sheet works for any AI governance platform, including Halo.
Read articleA practical checklist for MCP governance
Follow one agent tool call from server inventory to authorization, approval, execution, and evidence with this seven-step MCP governance checklist for security teams.
Read articleWhat is an AI governance platform?
An AI governance platform connects AI inventory, decisions, runtime controls, and evidence for each system. Learn what it does and how to test one with a real use case.
Read articleWhat should an AI audit log contain?
A useful AI audit log lets a reviewer reconstruct a consequential decision. Learn which fields to record, how to handle prompt content, and how to test the result.
Read articleThe EU AI Act timeline, translated for governance teams
The EU AI Act phases in over several years. See what each date means as a decision your team makes and a record you keep, and confirm the current official timeline first.
Read articleHow to roll out AI controls without surprising your teams
Start in observe mode, move to warn, then enforce. Measure false positives, communicate each change, and keep a path back so the teams you govern keep trusting the controls.
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Build AI budgets that follow the owner
AI budgets work when each agent has an owner, thresholds trigger clear actions, and exceptions leave a record. See how account and per-agent budgets fit together.
Read articleWho reviews the governance assistant?
Assistants that draft governance work need provenance, permission boundaries, and an accountable human decision. Learn how to review their suggestions before anything is approved.
Read articleWhat ISO/IEC 42001 asks of your AI software
ISO/IEC 42001 sets requirements for an organization's AI management system. Learn what auditors may ask of your AI tools and what evidence software can supply for that system.
Read articleMeet the company behind Halo
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See discovery, runtime policy, approvals, and evidence working together on your own use cases.