How is iDBQuery used in oil and gas?
Oil and gas operators use iDBQuery to ask plain-language questions across production, well, HSE, maintenance and cost data, getting cited answers in seconds without SQL. It builds one live model across historians, databases and spreadsheets and can run air-gapped, so operational data stays inside your network.
Upstream and midstream operators generate data across production historians, well databases, maintenance systems, HSE logs and cost spreadsheets. iDBQuery unifies them into one live model so engineers, ops and finance ask plain-language questions and get a cited answer.
Common questions:
- What is production by well and field versus forecast, and where is decline steepest?
- Show downtime and its top causes by asset this month.
- What is lifting cost and operating cost per barrel by field?
- Which wells have overdue maintenance or recurring failures?
- How do HSE incidents trend by site and category?
iDBQuery joins production exports, maintenance databases, CSVs and PDF reports together with no pipeline, and cites each figure back to the source, so operational and financial reporting is trustworthy. The Analyst agent can investigate a production shortfall on its own.
Because operational and commercial data is sensitive and sites are often remote, deployment leads: run in your own VPC or fully air-gapped, with the Desktop app and query-in-place keeping data inside your network even offline. iDBQuery makes no certification claims; the value is architectural, operational data stays within your walls while field and office teams get instant, verifiable answers.
Updated 2026-06-22