computer-vision

Universal Robots defends cobot leadership with 100,000-unit installed base, new hardware models, and Physical AI capabilities amid intensifying competition.

Axelera AI has built a credible edge AI hardware-software stack with strong OEM partnerships, but lacks proven production-scale deployments in robotics and industrial markets.

Toulouse-based Donecle secures €10M to scale autonomous drone-based aircraft inspection, with dual Boeing/Airbus OEM authorization and confirmed deployments across commercial airlines and defense programs.

Donecle's Iris GVI autonomous inspection platform receives formal authorization from Boeing and Airbus, unlocking streamlined adoption across commercial aviation MROs and reducing regulatory friction.

HYFIX Spatial Intelligence's integrated SoC consolidates flight control, positioning, comms, and spatial AI onto U.S.-made silicon, targeting 2026 tape-out with $15M in funding.

Teledyne FLIR is the Western world's most vertically integrated thermal imaging manufacturer and a structural beneficiary of autonomous defense and robotics spending through the decade.

Spain-based Robotnik leverages 20 years of ROS-native expertise and 5,200+ deployed robots to pivot toward critical infrastructure inspection, partnering with Siemens on AI-enabled autonomy.

Cognex exits a demand downcycle with strong margin discipline and AI-at-the-edge ambitions, but current valuation leaves little room for execution error through 2026.

Google Cloud enters cloud robotics with strong AI infrastructure but lacks dedicated platform and production case studies, risking category definition to verticalized competitors.