Apply AI to your operations without exposing your IP.
We evaluate closed and open-source models on your task. You use the winner.
Your sensor data and process IP stay on your side.
SOPs, layouts, raw streams from the floor — they live in a secure enclave only you control.
Every credible model, evaluated on your task.
We evaluate closed and open-source models on your task. You use the winner.
Outcomes, not pilots.
Step-level success criteria, real-time intervention, completion metrics you can audit.
Know when to invest.
We tell you whether a foundation model is ready for your task before you fund the program.
The Outcome Harness.
Success criteria checked at every stage, from training through production — you sign off on every milestone before we move forward.
"Why would manufacturers give up access to data that reflects decades of hard-won process know-how and IP?"