15 / OFMP INTELLIGENCE LAYER

OFMP Insights

Read the field beneath the headlines.

Research and operating ideas for leaders building evidence-driven, AI-enabled oil and gas organizations.

Briefsfor technical and strategic leaders
FIELD NOTE / 001

Why oilfield AI needs an evidence architecture before it needs another model

Model capability is accelerating. The constraint is now context, authority, and the cost of a plausible answer with the wrong scope.

7 min · Founding research queue
PROCUREMENT / 002

From product search to requirement intelligence

The future of industrial procurement begins with operating duty and consequence—not keywords, categories, or a longer digital shelf.

9 min · Founding research queue
RISK / 003

The supplier is not the factory

Why legal entity, facility, process, product, and credential scope must remain distinct in any serious supplier intelligence system.

8 min · Founding research queue
EDITORIAL STANDARD

Evidence over certainty theater.

  • Primary sources wherever possible
  • Facility and product scope kept distinct
  • Facts, claims, inference, and unknowns labeled
  • Observation and review dates made visible
  • Corrections become part of the record