Back to Spartanburg: Figure 03 Deploys at BMW for Complex Logistics Sequencing

Key Takeaways

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• Figure has officially returned to BMW Group Plant Spartanburg, deploying its next-generation Figure 03 humanoid robot.
• Shifting from the body shop to logistics, the new deployment focuses on complex sequencing applications—sorting unsorted components from larger containers into sequencing trolleys.
• The workflow integrates directly into BMW’s expanded Hall 52, where the plant will assemble variants of the BMW X3 and the electrified BMW iX5.
• Figure 03 introduces extensive hardware upgrades to the factory floor, including tactile finger sensors, palm cameras, soft safety components, and wireless charging.

A Return to the Factory Floor

Just months after wrapping up its initial automotive pilot, Figure is heading back to South Carolina. Figure CEO Brett Adcock announced the company's return to BMW Group Plant Spartanburg on social media, stating he was "excited to see F.03 humanoid robot at BMW in Spartanburg" and promising more details to follow. A formal announcement from BMW Group has now detailed the scope of the project, confirming that the newly developed Figure 03 has officially commenced operations at the facility, marking a swift transition from laboratory milestones to real-world commercial re-entry.

The deployment represents the next phase of a deeply watched automotive partnership. It follows an intensive 10-month residency where a now-retired Figure 02 fleet assisted in the production of over 30,000 BMW X3 vehicles by executing sheet-metal panel loading in the body shop. While that initial pilot focused on a singular, rigid pick-and-place task to prove basic hardware endurance under production constraints, the new Figure 03 project moves the hardware into an entirely different zone of the factory: assembly logistics.

"Plant Spartanburg is the birthplace of humanoid robotics in BMW Manufacturing's operational day-to-day activities. Having already successfully completed a pilot with Figure 02 in our body shop, we are now looking forward to deploying Figure 03 for a sequencing use case in logistics," said Ulrich Wieland, Vice President of Production Control and Logistics at BMW Manufacturing.

From Sheet Metal to Logistics Sequencing

The shift in environment brings a fundamental change in workflow. Instead of lifting heavy sheet-metal panels into welding fixtures, the Figure 03 is being tasked with complex sequencing applications. In this workflow, delivered components initially arrive at the logistics hall unsorted within larger containers. The humanoid must autonomously pick them up and sort them into a sequencing trolley. Once filled, the trolley is taken to a defined collection point for onward transport. An automated tugger train or a Smart Transport Robot then transports the parts to the installation location, where they are provided to assembly employees "just in sequence".

This specific task structure is clearly visible in released media. In the images charcoal-grey Figure 03's can be seen manipulating black plastic automotive components, inserting them into a specialized vertical shelving matrix. A wider angle of the workstation illustrates the robot interacting with a mobile cart frame, a common fixture in automotive kitting environments.

This sequencing application represents a major industry trend toward mobile kitting. The task closely mirrors development tracks from other prominent robotics labs. A comparison can be drawn to tasks demoed by Boston Dynamics showing the Atlas platform engaging in a highly similar multi-compartment sorting routine. By entering this domain, Figure is directly challenging rivals who view flexible intra-logistics as the primary commercial gateway for humanoid labor.

Hardware Upgrades Validated by Hard Lessons

The move to logistics is enabled by the substantial architectural overhaul built into the Figure 03 platform. The previous body shop pilot exposed critical hardware vulnerabilities, with Figure engineers identifying the forearm and dynamic wrist cabling as the primary failure points under the strain of 10-hour shifts.

To expand its operational capabilities for complex handling, the Figure 03 introduces several technical updates designed to enhance precision and availability:

• Advanced Dexterity: The hands feature integrated tactile sensors on every fingertip and specialized palm cameras designed to increase precision and dexterity.
• Onboard Audio: New speech-to-speech audio functions support localized voice communication.
• High-Availability Charging: Standardized wireless inductive charging built into the feet is designed to support higher hardware availability.
• Soft Safety Components: The chassis incorporates soft components designed for enhanced safety during collaborative operations.

These enhancements were recently stress-tested during an intensive 200-hour continuous autonomous sorting marathon at Figure's Sunnyvale headquarters, where a fleet processed nearly 250,000 packages without a single mechanical breakdown.

The BMW iFACTORY Framework

For BMW, the Figure 03 project is closely linked to the digital transformation of production at Plant Spartanburg under the broader "BMW iFACTORY" approach. The new project is being deployed in Hall 52, an assembly area that has been extensively expanded and updated to handle variants of the BMW X3 and, in the future, the electrified BMW iX5.

Before components ever arrive at the live production line, virtual 3D simulations help optimize processes and enable error-free implementation by simulating human movement sequences. This virtual mapping helps manage complexity and optimize employee ergonomics. Furthermore, BMW is reinforcing its assembly line quality control using AIQX (Artificial Intelligence Quality Next), an in-house camera and sensor system that uses visual and acoustic AI to provide line employees with immediate feedback via smart devices.

The automaker has recently intensified its humanoid evaluation, establishing a dedicated Center of Competence for Physical AI in Munich and testing modular, wheeled platforms like Hexagon’s AEON humanoid at its Leipzig plant.

By focusing the Figure 03 on a high-frequency, highly variable task like logistics sequencing, BMW and Figure are tackling a workflow that traditional automation cannot easily solve. If the platform can maintain a high placement accuracy and match production cadence under real logistics pressure, it will provide a strong defense for commercial humanoid deployment. For now, the Spartanburg deployment stands as one of the most definitive testing grounds for proving whether bipedal machines can truly transition from narrow lab demonstrations into a flexible, permanent industrial workforce.