Autonomique, a Physical AI software company headquartered in Menlo Park and spun out of SRI International, has advanced its robot autonomy platform from a paid pilot to production deployment at F&P Mfg., a Canada-based Tier-1 automotive supplier and subsidiary of Japan-listed F.tech Inc. The two companies are moving toward a strategic partnership that would see Autonomique-powered robots deployed across multiple tasks and factory sites within F.tech’s global manufacturing network.
The collaboration began in fall 2025 with a paid pilot in which a bi-manual wheeled robot performed precision-critical, multi-part assembly tasks in automotive chassis and suspension component manufacturing. With the system delivering consistent results under production conditions, deployment is advancing to a live production line and expanding to additional tasks.
The Technical Architecture
Autonomique’s platform is built around what the company calls a Generalist-Specialist architecture – a design that allows industrial robots to perceive, reason, and execute multi-step workflows while adapting to new tasks without major retraining. The approach attempts to resolve a tension that has limited physical AI deployment in manufacturing: generalist AI systems are adaptable but imprecise, while specialist systems are precise but inflexible. Autonomique argues its architecture delivers both the cycle time and reliability that production environments require alongside the task adaptability that traditional fixed automation cannot provide.
The platform is hardware-agnostic, meaning each deployment creates a replicable blueprint that can be transferred across additional tasks, production lines, and factory sites – the property that makes the F.tech global rollout discussion commercially significant for Autonomique.
“Manufacturing demands precision, repeatability, and zero tolerance for fragility. We built Autonomique to close that gap; our intelligence layer brings genuine adaptability to industrial robotics without sacrificing the reliability manufacturers depend on,” said Vikrant Tomar, CEO of Autonomique.
The Customer’s Perspective
F&P Mfg. supplies chassis and suspension systems to Honda, Toyota, and General Motors – customers whose production standards leave little margin for error or downtime. The evaluation process that led to Autonomique’s selection reflects the threshold a physical AI platform must clear to enter a Tier-1 automotive supply chain.
“We evaluated numerous robotics solutions, and Autonomique stood out for delivering both the flexibility of a generalist system and the precision our lines demand,” said Luis Mideros, General Manager at F&P Mfg.
Investor Context
Autonomique is backed by White Star Capital, Garage Capital, iNovia, and Innovobot IRV Fund, alongside Clearpath Robotics and OTTO Motors co-founders Ryan Gariepy, Matt Rendall, and Bryan Webb as investors. Gariepy framed the company’s technical differentiation in terms that reflect a broader industry debate: “Deploying AI into real-world industrial applications goes far beyond simply collecting more data and creating bigger models. Autonomique’s unique approach to combining deterministic reliability and AI-powered adaptability is the sort of approach the industry needs to unlock autonomous manufacturing at scale.”
The F&P deployment positions Autonomique as one of a small group of physical AI software companies that have moved beyond laboratory demonstrations into active automotive production – a distinction that matters commercially at a moment when enterprise customers are differentiating between demo-grade systems and production-ready platforms.
