Explainable AI

Recommendations with a reason.

SENTINEL presents AI as a reviewable operating aid: a signal, its context, the recommended next step, and the evidence a human needs before acting.

Human governance

Teams can review, challenge, approve, or defer a recommendation. The decision remains owned by the operating team, with the reasoning visible alongside the action.

Context over confidence theatre

A recommendation is useful when it connects to the asset, site conditions, historical pattern, and operational consequence—not when it only presents a score.