Physics-informed AI classifies developing risk in real time with the channel evidence behind each call, alongside per-section ROP optimization — maximising footage without driving dysfunction.

Packoff, losses, instability and geometry restriction — classified as the multi-channel pattern develops, each with severity, confidence and the “why this call” rationale.

A per-section ROP roadmap with limiter detection — identify the constraint limiting footage without driving ROP into dysfunction.

Risk events are raised with severity, contributing channels and the classification rationale, then tracked through escalation to resolution — with a complete acknowledgement and audit record for every event.

Provide one section; Sentinel reports what it would have classified, scored against the operator’s drilling reports.
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