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AI Governance

Browse 7 articles tagged ai-governance across approvals, auditability, plugins, and controlled AI operations.

Immutable Payment Audit Trails Need Workflow Context

An immutable payment file is not enough for legal discovery. What workflow context an audit trail has to carry alongside it.

auditabilityfinance-controls

Audit Logging for Compliance Operations

What compliance operations teams should record in an audit log so a reviewer can reconstruct a decision without asking anyone.

auditabilitycompliance

How Four AI Governance Frameworks Handle Approval vs. Runtime Evidence

How the EU AI Act, ISO 42001, and NIST AI RMF treat approval evidence, and where runtime evidence fills the gap they leave.

ai-governanceiso-42001

Governance-First Approval Systems for AI: What They Prove, What They Miss, and Where Runtime Evidence Fills the Gap

What governance-first approval systems for AI prove, what they miss, and where runtime evidence closes the remaining gap.

ai-governanceapprovals

The Runtime Control Layer: What This Category of Software Is and Why It Exists

Ticket workflows need a control layer between the suggestion and the action. What that layer does, and why existing tools leave it out.

ai-governanceoperations

Why Approval, Auth, and Audit Logic Must Stay in the Core

Why approval, authentication, and audit logic belong in the platform core rather than in plugins that can be swapped or misconfigured.

approvalsauditability
Put it into practice

Start with one workflow

Follow a request through triage, review, and a plugin action. See the record that each step leaves behind.