Why it matters
Enterprise AI must preserve segregation of duties and human ownership.
Architecture position
Start read-only, add controlled actions only with policy, approval, rollback and audit.
Under research
Responsible autonomy
Autonomous write-back can outpace evidence, policy and organisational accountability.
Evidence or hypothesis
Architecture principle applied across the platform.
Related publication
Beyond the Prompt
Related product
Enterprise Agent Fabric
Next intended output
Define autonomy levels and promotion gates.