Fewer surprises. Faster decisions.
In energy and industry, a small mistake can quickly become an expensive one. The knowledge to avoid it is already written down - just spread across far too many documents for anyone to read in time.
The answer is in the archive. Nobody has time to find it.
Critical information already lives in plans, reports, and procedures - but it’s scattered across thousands of pages. And when experienced people retire, hard-won knowledge walks out the door with them.
Read everything. Flag what matters. Show the source.
Plan projects faster
Reads plans and past job notes into a ready-to-review planning pack - steps, risks, costs, schedule, approvals - turning days of work into hours.
Catch risks early
Reads historical reports, flags the hazards, removes the repeats, and points to exactly where each one came from - recovering three to five days per project.
Know what’s coming
Generates real-time site status, surfacing issues weeks earlier than a hand-built weekly report would.
Built for operations where being wrong is expensive.
In energy and heavy industry the cost of a missed detail is measured in days, dollars, and safety. Our approach is built around that reality.
Every answer traces to source
Each risk, plan, and status links back to the exact document it came from - so conclusions hold up in reviews, audits, and handovers.
Your engineers sign off
Agents do the reading; your planners and engineers validate every output before it drives a decision. Nothing is a black box.
Designed with operators
Shaped alongside drilling and upstream teams on live operations - not modelled in a lab - so it fits how the work is really done.
Deep roots in energy and heavy industry.
This is the domain SwarmLens was born in. We understand the documents, the workflows, and the stakes.
- Built on a 25-year knowledge partnership in energy and heavy industry
- Running pilots and active projects with offshore drilling contractors
- Working alongside upstream operators on live wells
- Fluent in the plans, daily reports, and procedures these operations run on
- A deep, growing library of validated oil & gas, drilling, and industrial use cases
- Every conclusion supported by documented evidence
The top use cases we've identified in energy & industry.
The highest-impact reports from our library for this sector - each with the challenge, how the agents work, build duration, and indicative ROI.