The autonomy stack for construction.
Construction doesn't need "more software."
It needs a world model + a compiler + a control system—
the same primitives that power autonomy in every serious domain.
Construction Foundation Model
A multimodal model trained on building reality
Most tools store artifacts. Oyne learns causality.
We train on four pillars:
BIM, scans, spatial truth, tolerances
What happened, in what order, and what it unlocked
Codes, access, safety, crews, equipment limits, inspections
Schedule, cost, quality, rework, incidents, throughput
Why it matters: When you have a true project world-model, prediction becomes normal: delays are detected as state drift, not explained after the fact.
Construction Compiler
Turn intent into execution
Construction is intent constrained by physics. Oyne treats the build like a program.
Oyne ingests:
geometry + specs + constraints + codes + procurement + crews + equipment + site conditions
...and compiles into:
Key idea:
When reality changes, the answer isn't "update the plan."
The answer is recompile the build from the new state.
First-Principles Build Agent
An AI agent that operates like an elite engineering lead
This is how timelines compress without heroics:
List every bottleneck (power, permits, access, lead times, labor, inspections)
Remove, route around, or redesign the limiting factor
Do everything concurrently that physics allows
Move work offsite by default
Modules beat custom details
Deliver exactly when the graph unlocks
Detect drift early; stop rework before it starts
Oyne converts this into a repeatable system:
leadership as software.
Core intelligence
Computes millions of dependency interactions fast enough to stay 'live'
Continuous replanning as progress, supply, and conditions shift
Change propagation across design → scope → sequence → cost
Detects conflicts early and prevents downstream rework
A decision and constraint record you can audit, replay, and learn from
The product is the control loop.
Construction finally has the primitives it needs: a world model, a compiler, and a control system.