Figure 03 + Helix VLA scales production — 11-month BMW Spartanburg pilot validates humanoid deployment at industrial precision
Figure AI completed an 11-month pilot at BMW's Spartanburg plant — where Figure 02 robots worked active production lines loading sheet metal parts at 5-millimeter precision — and is now scaling Figure 03 production, which integrates the company's proprietary Helix vision-language-action model. The pilot result is the first sustained, multi-month industrial validation of humanoid robots in active automotive production.
The 5-millimeter precision figure is the data point that closes a longstanding open question: humanoid robots can hit industrial-grade positioning tolerances over multi-month deployment without unacceptable degradation. The BMW deployment ran on a real OEM production line, not a controlled lab — that's the harder validation.
Helix is the architectural distinction Figure is leaning on. Other humanoid platforms (Optimus, Digit, NEO) rely on different control stacks; Helix is a single vision-language-action model that does perception, planning, and motor control end-to-end. The Spartanburg result suggests that VLA models trained on industrial task data are now competitive with classical robotic control stacks for repetitive precision tasks — a claim that would have been speculative two years ago.
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