AI that reads agency outlooks, procedures and asset records

An analyst needs one figure from three agency outlooks; an engineer needs one clause from a maintenance procedure. We build software that finds both and names the report or record behind each.

Reports and asset history in one place

Commercial and planning teams read monthly outlooks alongside price, inventory and trade data. Engineering and operations teams work from procedures, standards, inspection and maintenance records. Many of the figures they need sit inside long documents.

  • Agency reports: OPEC MOMR, IEA OMR and EIA STEO
  • Price, inventory, production and trade data
  • Operating procedures and technical standards
  • Inspection, maintenance and HSE records
  • Contracts, tenders and regulatory submissions

Start with one asset’s full history

Before planned maintenance, an engineer asks for the history of one compressor. The assistant gathers its inspection and maintenance records into a dated summary, links each entry to its record and names the procedure that applies. The engineer decides what work to schedule.

See this approach in a live product: Oil Market AI

Read-only access to operations

Access to operational systems is read-only by default, and nothing is written back to control systems. Any other write-back needs your explicit approval. Every figure the software quotes shows the report, table or record it came from, so an engineer or analyst can check it against the original.

  • Access only through interfaces your operations and security teams approve
  • Hosting agreed with your IT and security teams before the pilot

How a project starts

  1. Discovery

    We list the reports, data series and asset records in scope and agree interfaces with operations and security.

  2. Pilot on your data

    Analysts and engineers compare answers with the report or record each one cites.

  3. Production

    Reports and data refresh on a schedule, and we monitor the system in operation.

Typical tasks

  • Comparison of agency outlooks across reports and months
  • Supply, demand and price scenarios with reasoning and sources
  • Procedure and standards assistant that cites the clause and revision
  • Maintenance and HSE history for any asset or site
  • Data platform for production, commercial and market data
  • Structured extraction from contracts, tenders and technical reports

AI Applications

AI that answers from your own documents and links each answer to its source.

Data Platforms

One clean data model, so dashboards, search and AI show the same figures.

Modernization

Modernize legacy systems step by step, each new part checked against the old one.

Frequently asked questions

Is there a working example we can open today?

Yes. Our own product at orpitek.com/oilmarketai answers from public agency reports and market data. On a client project, the sources are your own reports and data.

Can it use our operational data without touching control systems?

Yes. We read from historians, maintenance systems or data exports, and nothing is written back to control systems. Which systems are in scope is agreed in Discovery.

What if our data is spread across many systems?

Then the pilot usually starts with a small data platform that pulls the relevant series and documents into one place, each linked to its source. The AI layer is built on that.

Start with one report or one asset

Tell us which reports or asset records your team relies on. We will pick the closest question and scope a first step.