Use Case 01OPS · Work Engine
Draw down oil inventory with OPS
Instead of pumping on a schedule, crews run the wells the Work Engine says will move the most barrels that day. Tanks breathe; gauge calls drop; trucking catches up.
Outcome: inventory cut by 70%, fewer stuck wells, no extra headcount.
Use Case 02OPS · Field Safety
Voice-to-text and agents in the field
AI drafts the JSA; the crew edits it by voice. An agent pulls the relevant engineering assessment and the right section of the technical manual before the first bolt comes off.
Outcome: JSAs take minutes, not the drive in. The safety conversation stays on the truck.
Use Case 03SYNC · FlowSync
Run thousands of scenarios; find the pinch point
We helped an operator scan a 40,000-node gathering system to find the bottleneck no engineer had time to hunt down manually. Thousands of scenarios, parallel, against their live hydraulic model.
Outcome: constraint identified in under 24 hours; debottlenecking plan on the same page.
Use Case 04OPS · Route Optimization
Resource planning after an acquisition
An operator closed an acquisition and needed to absorb 30% fewer field staff without losing coverage. We rebuilt the daily route and shifted to dynamic dispatch tied to value density, not geography.
Outcome: the same asset ran with 30% less headcount; no production drop in the first quarter.
Use Case 05SYNC · Golden Record · Pipeline Model
Audit post-production costs against the model
We pointed our production, facility, and pipeline model plus the asset framework at a post-production cost file. The numbers didn't line up with what the pipe could physically do.
Turned out the midstream counterparty had an accounting error. We recovered the value with deductive proof; no lawyers, no shouting match.
Outcome: $4,000,000 in lost recovery pulled back. Same model now runs every month as a back-check.