Limber robotics: compact mobile manipulation

Technology
In development
Company

Limber Robotics is developing Kuri, a simulation-validated, compact wheeled mobile manipulator robot designed for high-speed, full-case picking in commercial warehouses and contested military logistics environments. This technology matters because it directly addresses severe manual labor shortages and physical safety risks by reducing operational labor costs by up to 70%, offering an infrastructure-free "drop-in" solution that requires no costly facility modifications to existing aisles or shelves. Kuri works by leveraging the high-fidelity Drake robotics simulation library—architected by Limber's CEO—and optimal control algorithms to achieve patented active and passive dynamic stability; this allows its narrow 1-square-foot chassis to move at 10 mph (2.5 times human walking speed) while dexterously handling heavy 50-pound payloads without tipping over. As proof to date, the company has reached Technology Readiness Level (TRL) 3-4 with fully validated simulations across six virtual hardware platforms, secured two US patents in robotic manipulation (with a provisional patent on stable mobility), and advanced a Letter of Intent (LOI) with a Fortune 100 third-party logistics provider alongside active executive working sessions with major retailers like FedEx and AutoZone. For its next steps, Limber Robotics aims to raise $2,000,000 to transition from its virtual simulations to a physical hardware prototype by Q1 2026, while simultaneously pursuing co-development pilot deployments and targeted non-dilutive federal funding through agencies like DARPA, the NSF, and Army DEVCOM.


About Chasm Opportunities

Chasm Opportunities is a consulting firm established in 2024 that specializes in helping dual-use technology companies navigate the process of transitioning their innovations into defense and government markets. The firm offers strategic consulting, program management, and relationship management services, aiming to bridge the gap between early-stage development and government programs of record. Founded by David Madden, who draws on over three decades of experience in defense acquisition, research, and innovation, the company utilizes a proprietary methodology to map project requirements, identify sponsors, and secure transition paths for small business clients.

By focusing on process and execution, Chasm Opportunities helps founders and small business leaders move past common failure points in defense contracting, such as navigating SBIR/STTR programs and understanding sponsor logic. The firm works across various industries, including energy systems, material development, and manufacturing, providing personalized guidance to move credible prototypes toward successful integration into military and commercial applications. Through its private community, Chasm Crossers, the firm also supports a network of founders engaged in the complexities of government market entry.

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