The core idea
Useful AI in real organizations is less about chat novelty and more about preserving context, retrieving evidence, and turning routine work into safe workflows.
The Evidence-Backed AI hub expands this into a practical design approach: keep sources visible, respect permissions, separate recommendations from execution, and preserve review where consequences matter.