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We build the RL environment industry and Physical AI will run on.

Robots are arriving, experts are retiring, and verified industrial knowledge is AI’s most wanted resource. We mine it, refine it, and deliver it.

Get access Confidential investor information · on request
Meet the founders · 59 s

01 · Why now

Industrial engineering has no reliable agent yet.

Fragmented, unverified

Industrial reality is spread across documents, code and experts’ heads. Never modelled for AI, it stays expensive to verify.

Experts retire

Decades of tacit machine know-how leave with them. No model was ever trained on it.

Verification is valuable

AI labs pay for verified tasks. Verified industrial knowledge is scarce, and it cannot be scraped from the internet.

02 · How it works

Artificial Engineers for industrial SMEs. We own the learning loop.

Each client’s Artificial Engineers run in their own sandbox, on a reasoning model we train in our RL environment, from qualification to verification. With every expert correction, the Artificial Employee gains experience and the environment gains verified rules and cases.

  • Engineering
  • R&D
  • Service Technician
  • Technical Sales

03 · Why we win

The loop never stops. That is our moat.

Revenue stream 1

Artificial Engineers for industrial clients

Running in each client’s own sandbox, on our own reasoning model. Every case they solve feeds the RL environment.

Revenue stream 2

API licences for Physical AI partners

Our RL environment, licensed through an API: verified industrial process knowledge that robot makers cannot learn anywhere else.

04 · Traction and market

From R&D to pilot clients.

2 years R&D, MVP and pilot clients
150 prospects in the pipeline
€2.7B SAM per year
€110M SOM, years 3 to 5

05 · Team

Industry experience meets mathematical depth.

Elena Holsten, CEO, brings 15+ years in industry. Stefan Bamberger, CTO, holds a PhD in mathematics. The team combines two PhDs in mathematics with software engineers of 20+ years’ experience, supported by an advisory board in research, sales and mathematical optimization.

Meet the team

Seed round

Invest in industrial AI.

We are preparing our Seed round. For the investor deck and a conversation, contact Elena Holsten, CEO.

Contact Elena Holsten