Dictionary

Reliability

Approval gate

A checkpoint where an AI-proposed action requires human sign-off before it executes.

The critical detail is where the gate lives. A prompt saying "always confirm before sending" is a suggestion the model can drift past. A gate enforced in your backend cannot be argued with.

Sensible practice is to grade actions by consequence:

  • Low — let the agent proceed (looking something up, drafting text).
  • Medium — proceed, but log it and make it reversible.
  • High — the agent proposes, a person applies. Customs declarations, refunds, anything a customer sees.

Deliberately building the high-consequence tools as read-only, so they can only ever propose, is a design decision rather than a limitation.

Next step

Tell us what you’re trying to build

Most engagements start with a fixed-price audit, so the first thing you buy is a decision rather than a commitment.