Expand / Operations / Industrial AI
AI on the line. A human signs off.
Industrial AI, scoped per engagement. Drawing review, in-line quality, SCADA copilots, archive digitisation, machine vision. The same Owner, Boundary, Gate and Record, on the plant floor.
01 Capabilities
Scoped per engagement
Six places AI goes to work. A person signs off on each.
Each one has an Owner, a written boundary, and a Gate before anything changes on the line or in the record. Scoped to your site and your workflow.
- /01Engineering drawing reviewReads drawings, flags issues, prepares the review. Release stays with the engineer.Human sign-off
- /02In-line machine analysis and qualityReal-time analysis on the line. Deviations surfaced as they happen.Real time
- /03SCADA copilot for in-line bottlenecksWatches the line, finds where it slows, drafts the recommendation.Recommend only
- /04Digitisation of physical archivesPaper and legacy records made searchable and structured.Construction, aviation, oil and gas
- /05Machine vision and roboticsQuality and assembly. Manufacturing and agriculture.Quality, assembly
- /06Energy operationsAI inside energy operations. Scoped to the site and the workflow.Scoped
No price on this page. Scoped and priced per engagement. The diagnostic sets the first workflow and where the Gate goes.
02 Governed the same way
Source, on the plant floor
Owner. Boundary. Gate. Record.
The same layer that governs our revenue agents governs the line. Nothing changes on the floor without a person saying yes.
/01Accountability
Owner
A named person on your side, accountable for the workflow. An engineer, a line lead, a plant manager.
/02Authority
Boundary
What the system may do alone, written down. Read, flag, recommend. Nothing more unless the boundary says so.
/03Control
Gate
Human sign-off before a drawing is released, a setpoint moves, or a record changes.
/04Audit
Record
Every flag, recommendation, and sign-off logged and reviewable.
Same shape as our revenue work. In our own business, a pipeline review agent surfaced $1.75M in stalled pipeline and stopped at its authority limit. It did not act. It routed the finding to a person. That is the system working.
03 Outcomes
Delivered with our operating partners
What the work has done.
Two results from industrial engagements delivered with our operating partners. Architecture walked through in a diagnostic, not on a web page.
Thousands
of manhours saved through workflow conversion.
>80%
Equipment throughput improved by more than eighty percent.
Delivered with our operating partners. Engagement details are covered by client confidentiality. We will walk through the architecture in a diagnostic.
04 Sectors
Where the work runs.
Physical operations, with drawings, lines, archives, and equipment. Seven sectors.
05 The bench
One firm
Operators on the floor. A firm behind them.
Industrial work is delivered with our operating partners: 18 partner firms, more than 500 professionals, senior operators, and a team of governed agents. One firm. One point of accountability.
18
Partner firms, working as one firm with us.
500+
Professionals across our operators and partner firms.
Operating principle
We would rather leave than stay.
The engagement works when your team can run the system without us.
How we deliver
Mode 01
Strategy intensives
Short, senior, decision-focused. Which workflow first, and what it may do alone.
Mode 02
Blended teams
Our operators and partner firms inside your plant team. One accountable lead.
Mode 03
Enablement
Your engineers and line leads learn to own, bound, gate, and record the work.
Mode 04
Build cycles
Governed workflows installed and running on the line, one cycle at a time.
06 Start
Bring the repetitive job.
Thirty minutes. Free. We find where the work stops and where the Gate goes. Then we walk through the architecture.
Where this leads