KC-04Intermediate
Operations Copilot with Tool Calling
Answers questions that need live data by querying the systems directly — "which wells are down and for how long" — and shows the query it ran.
Knowledge & CopilotAIIT
KC-05FoundationalWave 1AIIT
Automated Reporting
In one sentence
Produces the daily, weekly and monthly reports from the data automatically, with the narrative drafted and the numbers already reconciled.
The problem
Engineers spend a substantial share of every week assembling reports: copying numbers between systems, rebuilding the same charts, writing the same commentary. The work adds no analysis and it displaces the work that would.
How it works
Reports are generated from the reconciled data layer with the operator’s own templates and branding, in the operator’s working language. Narrative sections are drafted from the data — what changed, by how much, and against which plan — and every figure links back to its source so the reviewer can check rather than retype.
Data required
- Reconciled production, drilling and maintenance data
- Existing report templates and the definitions behind each metric
- Distribution lists and approval workflow
- Historical reports as style references
What you get
- Scheduled reports in the operator’s format and language, ready for review
- Drafted narrative with variance explanations traced to the data
- One-click drill-down from any figure to its source records
What it cannot do
The system drafts and a person approves. Narrative generation explains what the data shows and does not know the context a reviewer has — a rate drop caused by a decision taken in a meeting will be described as an unexplained variance. Reports that depend on a metric no system holds still require manual input, and we identify those before committing to a template.
Every capability page states a real limitation. If a vendor cannot tell you where their product stops, you are not being told the truth about where it starts.
Related capabilities
- PR-07Foundational
Production Allocation & Back-Allocation
Splits the metered facility total back to individual wells with a documented, repeatable method instead of a spreadsheet nobody can audit.
Production & Artificial LiftDomainIT - DF-07Foundational
Automated Data Quality Control
Continuously checks incoming data for stuck sensors, impossible values, missing periods and broken units, and reports the field’s data health as a number.
Data FoundationITAI - KC-01Foundational
Technical Knowledge Assistant (RAG)
Ask a question about your own field in Persian, Arabic, English or Spanish and get an answer with the report and page it came from.
Knowledge & CopilotAI