Tekton Dynamics provides an AI control layer that converts standard industrial robots into autonomous welding systems capable of handling high-mix, low-volume parts without programming or a teach pendant. The system combines vision, path planning, and adaptive control in a closed loop, letting operators upload jobs and have the robot weld like an expert. It installs on existing robot cells in under an hour.
Funding
Funding not disclosed
Founders
Product
Problem
Most high-mix, low-volume manufacturers still weld parts by hand because programming industrial robots for anything other than long, identical production runs is slow, brittle, and requires a roboticist most factories don't have. This limits automation adoption and compounds a severe welder shortage, with the UK alone needing an estimated 35,000 new welders by 2027.
Solution
Tekton Dynamics builds the AI control layer that turns any robot into an autonomous expert welder. The system mounts a vision system and AI edge device onto an existing robot cell, giving the robot perception, planning, and control in a closed loop. Operators simply upload a job and the robot plans its path, adapts to the part in front of it, and welds without a teach pendant, programming, or a roboticist on staff. The system is designed for high-mix, lower-volume, constantly changing parts—the work that conventional automation has never handled. Installation takes under an hour, and the company handles integration, returning a free automation plan within 24 hours of scoping.
Target Audience
Primary customers are mid-sized fabricators, high-mix low-volume manufacturers, and defence supply chain suppliers who weld parts by hand and need to scale output without hiring more welders or roboticists.
Features
- Vision-guided perception that lets the robot understand and adapt to each part's geometry in real time
- Closed-loop control combining perception, path planning, and execution without manual programming
- AI edge device that runs inference locally, eliminating the need for cloud connectivity or a roboticist
- Works with any standard industrial robot arm, retrofitting onto existing cells in under an hour
- Operator workflow based on job uploads rather than teach pendants or offline programming
- Designed specifically for high-mix, low-volume production runs with constantly changing parts