The operating system for gigafactory production.

FEOC compliance, formation AI, yield recovery, and EU Battery Passport — integrated into one platform. Close the $11-18/kWh cost gap between US and Chinese gigafactories by optimizing the process variables that actually determine yield.

Battery production economics


45X credits at risk
$8.5B
1% yield = (10 GWh)
$65M
CATL cost gap
$18/kWh
Formation data points/cell
200K

Platform modules

Every layer of gigafactory operations.

Formation AI

Track each cell through 50,000-200,000 data points. Flag anomalous formation curves before cycle completion. Recover 1-3% yield that would escape as warranty liability.

FEOC Compliance

Chain-of-custody from mine to cell. Corporate ownership tracing through 4-7 layers. SHA-256 hashed provenance for IRS audit defense. IRS Form 7210 auto-generation.

Supply Chain Intelligence

FEOC-clean material sourcing with price benchmarks. Graphite, NMC precursors, lithium hydroxide — supplier qualification and geopolitical risk scoring.

Production Scheduling

Formation throughput optimization against cell yield data. Electrode coating, dry room, and end-of-line test scheduling integrated with maintenance windows.

Frontline Operations

Real-time guidance on formation anomalies, dry room humidity excursions, and coating weight deviations. Auto-generated shift handover from the digital thread.

EU Battery Passport

Battery passport data collected during formation — the same data used for production intelligence satisfies the February 2027 regulatory deadline. Carbon footprint declaration for Article 7.

Close the cost gap. Protect your credits.

From formation AI to FEOC compliance to EU Battery Passport — one platform for the entire gigafactory operating stack.