August 12, 2026

Agent context layers: Enterprises governing their AI data are catching twice as many bad answers as the ones who aren't

Two colleagues walking and talking outside office building
Vitaly Gariev / Unsplash

Across 101 enterprises, the context feeding AI agents is failing often and repeatedly. Sixty-eight percent have traced a confident but wrong agent answer to missing or inconsistent business context in the past six months, and the single most common a...