One of the first scaled Physical AI companies may be built through M&A and not around one robot.
Agile Robots reportedly generated €300 million in 2025 revenue, expects roughly twice that in 2026 and has acquired more than a dozen companies.
The important part I see isn't the acquisition count, but it is what Agile is buying.
Robotics companies rarely fail because the arm cannot move. They fail because the customer cannot integrate the robot into an existing workflow quickly, reliably and economically.
Agile’s acquisitions address three parts of that problem.
- Customer access
Businesses such as idealworks, BÄR Automation and thyssenkrupp Automation Engineering already had trusted relationships with major manufacturers.
- Deployment knowledge
Systems integrators understand the thousands of unglamorous details separating an impressive demonstration from a functioning production line.
- A broader technical stack
Franka adds force-sensitive robot arms. idealworks adds AMRs, orchestration and simulation. audEERING adds audio intelligence. Krause and XNG add implementation capacity across important markets.
The way I am evaluating this strategy is using one question:
Does each acquisition compress the next deployment?
Watch time to production, engineering hours per installation, cross-selling, software reuse and whether operating data improves subsequent systems.
If those metrics improve, I believe Agile is buying a compounding learning curve.
If they do not, Agile is just assembling a collection of lower-margin project businesses.
M&A can make unusual sense in Physical AI because the scarce asset is not always the robot. It is the ability to acquire the customer and to make the robot work inside a real customer environment.
The best Physical AI companies may not simply build the machine.
They may acquire the deployment infrastructure around it.