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
KC-04IntermediateWave 2AIIT
Operations Copilot with Tool Calling
In one sentence
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.
The problem
Operational questions that span the historian, the production database and the maintenance system currently require an analyst and half a day, so they get asked once a month instead of when the decision is being made.
How it works
The assistant is given a constrained set of read-only tools over the platform’s own data services and composes them to answer a question, showing every query it executed. Write actions are never exposed as tools; anything that changes state is produced as a draft for a person to submit through the normal system.
Data required
- Platform data services with read-only query APIs
- Access control mapping so the assistant can never return data the user could not see directly
- Query patterns and business definitions for common questions
- Audit logging infrastructure
What you get
- Answers to live operational questions with the executed queries shown
- Generated charts and tables from the retrieved data
- Full audit log of every query run on whose behalf
What it cannot do
The copilot answers only through the tools it is given, so a question outside their scope is declined rather than approximated. It has no write access to any operational system, by design — including in the deployments where a client has asked for it.
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-01Foundational
Production Forecasting
Forecasts what each well will produce next month, and tells you which wells it is not confident about.
Production & Artificial LiftAI - DF-06Foundational
SCADA/Historian Connectivity & TSDB
Gets the live sensor data out of the control system safely and stores it at full resolution, which almost nothing else on this site does.
Data FoundationIoTIT - KC-05Foundational
Automated Reporting
Produces the daily, weekly and monthly reports from the data automatically, with the narrative drafted and the numbers already reconciled.
Knowledge & CopilotAIIT - KC-06Intermediate
Expert Knowledge Capture
Captures what the experienced engineers know before they retire, in a form the next engineer can actually find.
Knowledge & CopilotDomainAI