Collaborations

Partner on the hard calls.

We work with operators, data and integration partners, and research groups to validate and extend real-time wellbore-risk classification. Where our work overlaps with yours, let’s talk.

Ways to collaborate

Who we work with.

Operators

Pilot partners

Run a structured pilot on your wells, scored against your drilling reports — lead time, false-positive rate and coverage measured on your data.

Data & integration

Aggregators & standards

WITSML, Pason, NOV / WellData, OSDU and historian providers. Read-only, cloud-side integration that benefits a shared customer.

Research

Academic & applied

Joint work on drilling mechanics, physics-informed modeling and validation methodology, with data shared under agreement.

Service companies

Integrators & consultancies

Embed Sentinel classification into broader drilling-services offerings via REST API and webhooks.

How we engage

Structured and evidence-led.

Explore a collaboration.

Tell us where our work overlaps with yours — pilots, integrations or research.