auditability

Articles tagged auditability on mistr.AI.

• Version Drift in AI: What It Is and Why It's a Hidden Risk for Businesses and Employees — Version drift is a hidden phenomenon where organizations accumulate numerous outdated document copies that AI systems often cannot distinguish from current versions. The result is accurate but invalid answers with real risks for decision-making and employee trust in AI. Understanding version drift and solving it is key to safe and effective use of artificial intelligence in companies.
• Data Governance as the Foundation of Trust for Agentic AI Systems — Agentic AI has quickly changed company expectations around data and its management. But the successful deployment of autonomous systems requires a new approach to data governance — not just a catalog, but an active "contract layer" that ensures context, trust, and traceability. Why is this shift necessary and where does it lead? The answers will surprise even seasoned data professionals.