Field note

Praxis for AI Governance

AI can be a useful carrier before it can own the promise.

By Find the Praxis

Judgment and authority boundary visual.
Judgment and authority boundary visual.
AI can be a useful carrier before it can own the promise.

AI systems increasingly speak on behalf of products. They answer, summarize, classify, recommend, reassure, and close.

When AI becomes a carrier of product promises, teams must ask what it can know, what it has authority to decide, what evidence it can see, and when it must escalate.

AI can carry a signal before it can carry the promise.

  • What can AI say but not verify?
  • What can AI close before repair exists?
  • What must remain human or accountable?
  • What uncertainty must be preserved instead of smoothed over?
  • What repair path exists when AI overreaches?