Industries/Physical economy
Earth moved, concrete poured and hours burned, measured from the air and from the machine. Programmes that report reality, not the last update someone remembered to send.
Measured in: programme variance · plant utilisation
The constraint
Every project is late in the data before it is late on site.
Programmes report what was entered, not what happened. Variance shows up after it is expensive.
Yellow iron idles while being paid for. Few sites know their real utilisation.
People work around moving plant, and materials leave sites at night.
Use cases
Each use case runs on the same stack, so the second one costs a fraction of the first.
The site measured from the air, compared to the design.
Cut and fill measured against design by photogrammetry, weekly or daily.
Deviations from design located early, while they are cheap to fix.
Physical progress mapped onto the schedule, so variance is visible the same week.
Dated, measured imagery that settles disputes before they become claims.
Working, idle and off hours per machine, with idle cost reported in currency.
Fuel reconciled to hours and output, with anomalies verified.
Service planned from operating hours, not the calendar.
Load, travel and dump cycles measured and balanced across the fleet.
People kept out of the envelope, materials kept on site.
Proximity alerts between people and moving machines.
Access control and PPE compliance checked at the gate and on the work face.
Aircraft and sensors patrol the site at night, with alarms verified before dispatch.
Assets tagged and tracked, with movement outside hours flagged.
Integration
We integrate with existing machine telematics across manufacturers, and fly survey programmes as a service.
Platforms in play
Aerial intelligence. Dock-based survey, inspection and overwatch, interpreted the same hour.
GRAILLayer 01 · IntelligenceThe intelligence core. Model routing, agents, evaluation and the policy envelope, on your compute or ours.
CORBENICLayer 02 · BitsThe operating picture. Telemetry, state and memory joined into one live model of every asset.
CALIBURNLayer 04 · ElectronsCharge, dispatch and energy on one schedule, against tariff, duty cycle and the next shift.
How an engagement runs
Two to four weeks on the asset. The number that costs most, the data that already exists, and what has to work first.
Existing systems connected and gaps closed with vendor-neutral hardware. A baseline both sides sign.
A bounded deployment against the baseline, reported in physical units, with a human gate on anything irreversible.
We operate the system with your team, or transfer it with the code, the models and the playbook.
We do not publish client names or case studies. References are shared in a briefing, under agreement.
From the thinkingIntelligence Meets ResistanceWhy intelligence that cannot touch the physical world stalls at the first constraint.Read ↗Briefings
Most of our work arrives by introduction. If you run or back a construction operation, tell us the number that is costing you most.