Materials science, fused with data science.
The factory's brain. Every batch of powder, every electrode, every cell carries a complete digital genome — so the factory learns like an organism.
Chemistry, electrode physics, cell design — the deep domain knowledge of how a great cell is made.
Sensors on every step, models on every signal — AI that sees what no process engineer can.
A complete digital genome for every cell, from raw powder to finished pack — the factory doesn't just run, it learns.
Every cell gets a complete provenance and process record. Models correlate raw-material signatures, electrode parameters, formation curves and field performance — so the factory knows why a good cell is good, and reproduces it.
Five stages, fully instrumented — a closed loop from raw powder to finished pack.
Slurry mixing · coating chemistry
Coating · calendering · slitting
Stacking · welding · enclosure
Cycling · aging · grading
Modules · BMS · shipment
The advantage isn't a machine on the line. It's the accumulated genome — and it grows with every cell.
The Digital DNA stack is software — each new dark factory starts from the last one's learned models and ramps faster.
Autonomous inspection and modelling drive scrap below 2% at maturity — a problem you solve with data, not headcount.
The advantage isn't a machine, it's the accumulated genome no competitor can copy.
The factory doesn't just run.
It learns.