AI agents are becoming an operating layer for knowledge work, but governance is becoming the binding constraint
Enterprise usage, privacy benchmarks and selective-autonomy research point to the same transition: the bottleneck is moving from model capability toward context control, continuous evaluation, permissions and reliable human escalation.
Read research →