Milestones
- Hybrid BRC launched29 Jul 2026Complete.
- Scale AI-infrastructure assembly linesNowCurrent milestone.
Most important updates
Current obstacles
- Products change fastServer and GPU designs change every year, so lines must be reset quickly to stay useful.
Physics limits
- Small tolerances add upEvery part and fixture is slightly off, and the errors stack. Inserting a fine connector needs sub-millimetre alignment, so robots must measure and correct each time with vision or force.
- Cables and flexible parts resist robotsCables and ribbon connectors bend unpredictably and hide their ends. Routing and plugging them remains one of the hardest steps to automate.
How it works

Standard robotic cells
Each Bright Robotic Cell is a standard enclosure with a robot arm, conveyor, cameras and tools. Cells bolt together into a line.
Brightware runs the line
Brightware programs the cells, uses vision to locate parts and records data on every unit built.
People inside the cell
The Hybrid BRC (2026) lets operators work inside sensor-monitored cells on steps too fiddly for robots.
AI hardware assembly
Typical work: installing GPUs and memory in servers, driving screws and inspecting boards.
Update log
Wed 29 Jul
Oct 2018
- Major: Bright Machines launches with a $179M Series A led by Eclipse VenturesPressFunding
About Bright Machines
Bright Machines
Reprogrammable robot assembly lines for AI servers
Bright Machines builds robotic assembly lines that are changed with software rather than rebuilt, now mostly for AI servers and GPUs. Its Brightware software runs the robots, cameras and inspection.
- Raised $126M in 2024 led by BlackRock-managed funds, with NVIDIA, Microsoft, Eclipse and Jabil.
- Focus has shifted to assembling AI data-center hardware.
- Launched Hybrid BRC in July 2026, letting people work safely inside monitored robot cells.
brightmachines.com (opens brightmachines.com)Company profile →
- Founded
- 20188 yrs
- Headquarters
- United States
- Status
- Private
- Valuation
- private
- Raised
- $126M1 round
- Last round
- Series C · $126M2024
- Works in
- ManufacturingAutomated assemblyComputing
- Coverage
- 1 program · 2 updateslatest 29 Jul 2026checked 25 Sep
- Lead investors
- BlackRock

