AI Model Governance Tools: What Are You Missing?
A production agent that quietly calls an internal API it was never approved to touch isn’t a hypothetical it’s the default failure mode of ungoverned AI. Enterprises now run hundreds of models and agents across cloud providers, and most compliance teams can’t even produce an accurate inventory of what’s live. That gap is why AI […]
AI Risk Assessment Tool That Finds Hidden Threats
Most AI risk assessment tools were built for a world where the worst thing a model could do was say something wrong. However, that world is gone. When an autonomous agent hallucinates, it doesn’t just generate a bad sentence instead, it can call the wrong API, move the wrong dollar amount, or delete a production […]
Employee AI Tools Policy: Protecting Company IP in 2026
In 2023, engineers at Samsung’s semiconductor division pasted proprietary source code into ChatGPT while debugging. They couldn’t get it back. Samsung’s response was an outright ban, but that fixed nothing already submitted. This single incident is now the reference case for every employee AI tools policy conversation, because it shows the real failure mode: it’s […]