Authority grounded in evidence

Agents & Knowledge

How enterprise agents receive trusted context, limited authority, human oversight and an evidence trail.

Reading path

Move from the defining idea to practical decisions.

Tool use, memory and autonomy become enterprise capabilities only when identity, permissions, evidence and interruption are designed together.

Reliable AI depends less on how much information is available than on how well the right evidence is selected, compressed and kept current.

An AI-native lifecycle changes the system of work around evidence, review gates and accountability.