REPORT2026-04-29·Figure AI

Figure 03 Ramps at BotQ (1 robot/hour) and Deploys Commercially at BMW Spartanburg

Figure AI
COMPILED NOTES

BotQ output 1/day → 1/hour (24x in <120 days), 350+ Figure 03 delivered; paid commercial deployment at BMW Spartanburg (~40 units, body-shop/assembly); Helix VLA + new System 0 (S0) perception-conditioned whole-body RL controller

Figure 03 Ramps at BotQ (1 robot/hour) and Deploys Commercially at BMW Spartanburg

Abstract

Figure AI's April 29, 2026 production update reports that BotQ — its dedicated humanoid manufacturing facility — increased Figure 03 output from 1 robot per day to 1 robot per hour, a 24x throughput improvement in under 120 days, and has delivered over 350 third-generation humanoid robots. In parallel, Figure 03 has entered paid commercial deployment at BMW's Spartanburg, South Carolina plant, positioned as the first commercial-scale deployment of a general-purpose humanoid at an industrial customer.

Key Contributions

  • BotQ throughput: 1/day → 1/hour (24x improvement in <120 days). BotQ is designed for high-volume humanoid manufacturing (capacity reported elsewhere up to ~12,000 units/year).
  • 350+ Figure 03 units delivered to date.
  • BMW Spartanburg commercial deployment — an initial fleet of ~40 Figure 03 units across body-shop and assembly-line workstations; tasks span parts-handling, sub-assembly placement, and quality inspection. Reported as the first paid commercial-scale general-purpose humanoid deployment at an industrial customer, with phased expansion through 2026–2027 and pilots planned at BMW's German plants (Munich, Regensburg, Leipzig).
  • Helix VLA model — Figure 03 learns tasks by watching humans via Helix, Figure's vision-language-action model (learning from demonstration video rather than explicit programming).
  • System 0 (S0) — the newest capability: perception-conditioned whole-body control trained through reinforcement learning, complementing Helix's higher-level reasoning. Expanded fleet operations generate the data streams to unlock next-generation autonomous capabilities.

Results / Interpretation

This is the clearest 2026 datapoint for the horizontal-platform humanoid thesis: Figure is selling robot labor to a third-party OEM (BMW) rather than deploying only into its own factories (Tesla's model) — and is now manufacturing at a cadence (1/hour) consistent with fleet economics rather than demos. The 40-unit BMW fleet is small but it is paid and productive, which is the distinction that matters versus marketing appearances. Figure's reported $39B valuation (separate coverage) is priced off exactly this platform-vendor positioning.

Limitations

  • 40 units is a pilot-scale fleet; "first paid commercial-scale" is Figure's framing.
  • BotQ's 12,000/yr capacity is nameplate, not current run-rate (current run-rate ≈ 1/hour).
  • Task scope (parts-handling, placement, inspection) is structured industrial work, not open-world manipulation.
  • Per-unit reliability/uptime in production not disclosed.

Source: Figure AI news, "Ramping Figure 03 Production," April 29, 2026; BMW Spartanburg deployment corroborated by multiple industry outlets.

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Figure 03 Ramps at BotQ (1 robot/hour) and Deploys Commercially at BMW Spartanburg | Knowledge Base | MenFem