Drilling Sentinel Ltd is a UK-registered company building real-time risk classification for drilling operations. The platform separates detection from delivery, classifies the mechanism rather than the threshold, and publishes the supporting evidence with every classification.
Reduce the non-productive time that drives drilling cost. Most wellbore-related NPT — packoff, lost circulation, instability, geometry restriction — develops in the multi-channel signature well before any single-channel threshold fires. Drilling Sentinel classifies that developing risk earlier, identifies the mechanism, and backs every call with the evidence behind it — so crews can act while there is still time to act.
A drilling industry where avoidable NPT is caught before it escalates and every risk decision is supported by transparent, reproducible evidence — not a black-box alarm. Where physics-informed AI works alongside the crew across the life of the well: planning against offsets, classifying risk live on the rig, and closing the loop in post-well review — all on one auditable record.
Every claim is reproducible from data — measured against labeled ground truth, not asserted.
Models are constrained by drilling physics, not pattern-matching alone.
Every classification carries its evidence, hash-chained and exportable.
Historical wells reviewed. Performance baseline established. Success metrics agreed in writing.
Sentinel runs alongside existing monitoring. Alerts visible to the Sentinel team only. Zero operational change.
Live deployment on one well. Embedded engineer. Lead-time tracking. Phase-end false-positive review.
Fleet rollout. Calibrated thresholds. Dedicated support. Quarterly performance review.
Real-time classification with the supporting evidence for each decision; independent verification alongside the directional driller.
Offset planning pre-spud, real-time classification and ROP optimization on-shift, and post-well analysis to close the loop.
Fleet map, leaderboard and programme KPIs — risk surfaced ahead of the operations call.

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