Real-time drilling risk intelligence

Earlier detection.
Evidence-based classification.
Auditable for every call.

Drilling teams already have the data — spread across reports, logs and spreadsheets. Drilling Sentinel connects it into earlier risk interpretation, with the evidence behind every call.

Cyber Essentials Certified◆ Powered by AWS◆ AWS Activate Member
LiveDrilling Sentinel dashboards
Built on industry-standard rig-data protocols·WITSML·Pason·NOV·WellData·OSDU

The data isn’t the problem. Connecting it in time is.

One platform · four surfaces

From well planning to fleet oversight.

Instead of rebuilding the well from scattered files each time, the same connected risk view follows it — plan, live, post-well, and across the fleet.

WELL PLAN pre-spudWELL on-shift, liveANALYZE post-wellFLEET oversight
How it connects · cloud-native on AWS

Rig data in. Classified risk out.

Read-only, cloud-side integration with the operator’s existing rig-data hub. No edge device; nothing installed on the rig.

RIG DATA SOURCES YOUR SURFACES AWS CLOUD WITSML server1.4 / 2.0Pason DataHubcloudNOV / WellDatacloudOperator historian Physics-informed AI classifies wellbore risk Hash-chained audit store TLS 1.3 · AES-256 Webalways-on displayEmailalerts & digestsREST APIwebhooksCSV / Parquetexport READ-ONLY PULL · ENCRYPTED NO EDGE DEVICE · CLOUD-SIDE
Why the classification holds up

Physics-anchored, auditable, explainable.

Every claim here is reproducible from operator data — measured against ground truth, not asserted.

01

Validated against ground truth

Lead time, false-positive rate and coverage measured against a documented, labeled test suite — then re-measured per well, scored against the operator’s drilling reports.

02

Evidence on every classification

Contributing channels and the “why this call” rationale, hash-chained into an exportable audit bundle.

03

Physics-anchored & reproducible

Physics constraints bound the model’s outputs; identical inputs reproduce identical calls, regression-gated against a frozen baseline.

04

Enterprise security

TLS 1.3 / AES-256, per-well RBAC, Cyber Essentials, hosted on AWS.

Evaluate on one section.

Sentinel reports lead time, false-positive rate and coverage on the first well, scored against the operator’s drilling reports.