https://omnitrusthalo.com/blog Weekly field guides on AI governance, shadow AI, MCP security, agent identity, compliance evidence, and keeping AI spend efficient. en-us Tue, 13 Oct 2026 12:00:00 GMT https://omnitrusthalo.com/blog/ai-budgets-that-follow-the-owner https://omnitrusthalo.com/blog/ai-budgets-that-follow-the-owner Tue, 13 Oct 2026 12:00:00 GMT 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. AI Efficiency Halo Product Team https://omnitrusthalo.com/blog/reviewing-governance-assistant https://omnitrusthalo.com/blog/reviewing-governance-assistant Tue, 06 Oct 2026 12:00:00 GMT Assistants that draft governance work need provenance, permission boundaries, and an accountable human decision. Learn how to review their suggestions before anything is approved. AI Governance Halo Research Team https://omnitrusthalo.com/blog/iso-42001-and-your-ai-software https://omnitrusthalo.com/blog/iso-42001-and-your-ai-software Tue, 29 Sep 2026 12:00:00 GMT 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. Compliance & Evidence Halo Research Team https://omnitrusthalo.com/blog/evaluate-ai-governance-platform-workflow https://omnitrusthalo.com/blog/evaluate-ai-governance-platform-workflow Tue, 22 Sep 2026 12:00:00 GMT Use one realistic workflow to test discovery, policy, approval, failure behavior, and evidence. This run sheet works for any AI governance platform, including Halo. AI Governance Halo Research Team https://omnitrusthalo.com/blog/ai-incident-response-for-agents https://omnitrusthalo.com/blog/ai-incident-response-for-agents Tue, 15 Sep 2026 12:00:00 GMT When an agent misbehaves, the steps are contain, preserve evidence, revoke credentials, review, and recover. Here is a plan you can rehearse before you need it. Agent Security Halo Security Engineering https://omnitrusthalo.com/blog/when-to-review-ai-system-again https://omnitrusthalo.com/blog/when-to-review-ai-system-again Tue, 08 Sep 2026 12:00:00 GMT A review records a decision under particular conditions. Learn which changes should reopen it, how to scope the work, and how to keep both decisions on the record. Compliance & Evidence Halo Research Team https://omnitrusthalo.com/blog/rolling-out-ai-controls-without-surprises https://omnitrusthalo.com/blog/rolling-out-ai-controls-without-surprises Tue, 01 Sep 2026 12:00:00 GMT 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. AI Governance Halo Product Team https://omnitrusthalo.com/blog/ai-cost-estimate-coverage https://omnitrusthalo.com/blog/ai-cost-estimate-coverage Tue, 25 Aug 2026 12:00:00 GMT Before an AI spend number guides investment, label what it covers, how it was priced, and what it leaves out. Learn how to reconcile estimates with provider bills. AI Efficiency Halo Product Team https://omnitrusthalo.com/blog/nist-ai-rmf-runtime-evidence https://omnitrusthalo.com/blog/nist-ai-rmf-runtime-evidence Tue, 18 Aug 2026 12:00:00 GMT The NIST AI RMF organizes work into Govern, Map, Measure, and Manage. See how each function connects to operational controls and to runtime evidence a reviewer can inspect. Compliance & Evidence Halo Research Team https://omnitrusthalo.com/blog/ai-control-outage-behavior https://omnitrusthalo.com/blog/ai-control-outage-behavior Tue, 11 Aug 2026 12:00:00 GMT AI controls depend on other systems. Map the dependencies, choose failure behavior by action, and test outages with synthetic data before production decides for you. Agent Security Halo Security Engineering https://omnitrusthalo.com/blog/ai-bill-of-materials https://omnitrusthalo.com/blog/ai-bill-of-materials Tue, 04 Aug 2026 12:00:00 GMT An AI bill of materials lists the models, tools, data sources, and services behind your AI. See what it holds, how CycloneDX fits, and how security, procurement, and audit use it. Shadow AI Halo Research Team https://omnitrusthalo.com/blog/mcp-governance-checklist https://omnitrusthalo.com/blog/mcp-governance-checklist Tue, 28 Jul 2026 12:00:00 GMT Follow one agent tool call from server inventory to authorization, approval, execution, and evidence with this seven-step MCP governance checklist for security teams. MCP & Tools Halo Security Engineering https://omnitrusthalo.com/blog/smart-model-routing-governance https://omnitrusthalo.com/blog/smart-model-routing-governance Tue, 21 Jul 2026 12:00:00 GMT Cost-aware routing can match each workload to an approved model that fits its cost, quality, and policy needs. Here is how to pursue that savings potential and keep control. AI Efficiency Halo Product Team https://omnitrusthalo.com/blog/agent-permission-and-action-decisions https://omnitrusthalo.com/blog/agent-permission-and-action-decisions Tue, 14 Jul 2026 12:00:00 GMT A valid credential shows what an agent may request. Learn how purpose, scope, arguments, and approval shape whether one specific action should run. Agent Security Halo Security Engineering https://omnitrusthalo.com/blog/browser-ai-governance https://omnitrusthalo.com/blog/browser-ai-governance Tue, 07 Jul 2026 12:00:00 GMT Browser AI spans websites, extensions, uploads, and pastes. A workable governance model uses audit, warn, and block modes, domain rules, and clear privacy boundaries. Shadow AI Halo Product Team https://omnitrusthalo.com/blog/ai-spend-versus-ai-value https://omnitrusthalo.com/blog/ai-spend-versus-ai-value Tue, 30 Jun 2026 12:00:00 GMT A token-cost dashboard shows where the money goes. Learn how to connect AI spend to owners, outcomes, cost boundaries, and honest assumptions before you scale. AI Efficiency Halo Product Team https://omnitrusthalo.com/blog/eu-ai-act-timeline-for-governance-teams https://omnitrusthalo.com/blog/eu-ai-act-timeline-for-governance-teams Tue, 23 Jun 2026 12:00:00 GMT 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. Compliance & Evidence Halo Research Team https://omnitrusthalo.com/blog/useful-ai-audit-log https://omnitrusthalo.com/blog/useful-ai-audit-log Tue, 16 Jun 2026 12:00:00 GMT 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. Compliance & Evidence Halo Security Engineering https://omnitrusthalo.com/blog/ai-agent-identity https://omnitrusthalo.com/blog/ai-agent-identity Tue, 09 Jun 2026 12:00:00 GMT Agents that borrow a person's login or a shared service account leave reviewers guessing. Give each agent its own identity, scoped credentials, and a path to revocation. Agent Security Halo Security Engineering https://omnitrusthalo.com/blog/where-ai-policy-runs https://omnitrusthalo.com/blog/where-ai-policy-runs Tue, 02 Jun 2026 12:00:00 GMT Turn an AI policy into a testable rule, name the point where it runs, and keep the evidence. This guide shows how to check each step before you enforce anything. AI Governance Halo Research Team https://omnitrusthalo.com/blog/mcp-security-from-inventory-to-runtime https://omnitrusthalo.com/blog/mcp-security-from-inventory-to-runtime Tue, 26 May 2026 12:00:00 GMT MCP servers behave like a supply chain. Learn how to inventory them, authorize them, scope their credentials, apply tool-call policy, and keep evidence reviewers can use. MCP & Tools Halo Security Engineering https://omnitrusthalo.com/blog/ai-inventory-coverage-and-freshness https://omnitrusthalo.com/blog/ai-inventory-coverage-and-freshness Tue, 19 May 2026 12:00:00 GMT An AI inventory is only as useful as its coverage and freshness. Learn how to record where you looked, when you last looked, and which changes need a new decision. Shadow AI Halo Product Team https://omnitrusthalo.com/blog/shadow-ai-discovery-browsers-and-endpoints https://omnitrusthalo.com/blog/shadow-ai-discovery-browsers-and-endpoints Tue, 12 May 2026 12:00:00 GMT Gateway and network logs miss local apps, browser extensions, IDE tools, and local runtimes. See how metadata-first discovery on browsers and endpoints closes the gap. Shadow AI Halo Product Team https://omnitrusthalo.com/blog/what-is-an-ai-governance-platform https://omnitrusthalo.com/blog/what-is-an-ai-governance-platform Tue, 05 May 2026 12:00:00 GMT 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. AI Governance Halo Research Team