Oilfield silhouette at sunset with windmill and infrastructure

Knowledge for the Field

Field Insights & Resources

Practical playbooks, case studies, and field notes from our work modernizing oil & gas operations.

Browse Case Studies

Proven in Live Operations

15%+
Cash Flow Uplift
Across upstream ops
83%
Safety Improvement
TRIR 1.8 → 0.3
35%
Fewer Site Visits
Route optimization
40%
OPEX Reduction
Proven in live operations
95%
Eng. Effort Saved
FlowSync automation

Results validated across a 5,000+ well operation in the Western Anadarko Basin in a live field deployment.

Use Cases

Five ways operators put us to work

Same platform, very different jobs. Each of these ran against a live operator; the outcomes listed are the ones they walked away with.

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.

The Proof

Case Studies

Real results from real operations across the Western Anadarko Basin.

Multiple pumpjacks operating at sunset
Production Ops

Prioritizing Production in the Western Anadarko

How a 500-well operator used Work Engine to move from route-based checking to exception-based management, achieving a 15% Cash Flow increase.

8 min readRead Case Study
Wellhead operations and monitoring equipment
Cost Control & AI

Financial & Operational Optimization Using Work Engine

Connecting the boardroom to the lease gate: How to use Cash Flow Delta Forecasting to drive daily field activities.

12 min readRead Case Study

Insights

Articles & Field Notes

Deep dives into operational intelligence, field execution, and the technology shaping modern energy operations.

Events

Talks & Webinars

Upcoming Webinars

Join our engineering team for deep dives into operational architectures, UNS implementation, and practical AI use cases.

Oilfield silhouette at sunset, windmill and pumpjacks across the horizon

See your operation on a ranked work plan in 7 days.

Tell us your system stack and your biggest operational challenge. We'll show you how WorkSync delivers a prioritized daily plan in your environment, with your data.