
Work instructions are written for people, not machines.
- No numbers: how hard, how fast, how precise.
- Decisions hidden in long text.
- Exceptions left to someone's judgment.

Where physical work is going. What stands in the way. What we build to clear it.
Our vision
The forecast rests on one thing that does not exist yet: robots working next to people, outside a cage.
BCG robotics forecast (2030), Citi GPS (2050).

What has to happen first
Today robots are supervised by people, behind safety cages. Two forces are pushing them out.
Operational pull
An uncaged robot has to follow the local safety rules and work instructions of that site. Not the lab's. This one's.
Regulatory push
The EU Machinery Regulation, mandatory from January 2027, and ISO 25785-1, expected from 2028, demand auditable safety for robots outside a cage.

Today
Caged or supervised
2027
EU Machinery Regulation
2028
ISO 25785-1 expected
2030
€228B robot market
The gap


€1.2T
lost to unplanned downtime every year at Fortune Global 500 companies, while people wait for someone who knows.
Siemens / Senseye, The True Cost of Downtime 2024.
€2.6T
in injury and illness costs every year, worldwide, when they stop waiting and guess.
ILO, EU-OSHA and ISSA.

The solution
Every procedure, approved and versioned, always current.
Supervisors approve every draft. AI never approves.
Precise enough for a robot, clear enough for a person.
The architecture behind it
Sources
01Capture
Takes in documents, systems, rules, voice, video and sensors.
02Approve
Supervisors approve every draft. AI never approves.

Procedure Intelligence Graph
One approved, versioned source per site. Rules, past incidents, recovery steps, and the know-how nobody wrote down.
03Transform
One procedure, every format: video, training, chatbot, API.
04Deliver
Frontline workers
Procedures, training, answers on the job.
Robots
Machine instructions via API, and the proof they learned them.
05Learn
Floor observations come back as drafts. Every change stays on the record.
The market we capture
Paid for out of HSE and production budgets today. This is our revenue.
Every robot deployed into a plant needs the plant's rules. We already hold them.
The EU Machinery Regulation and ISO 25785-1 turn auditable safety from an advantage into a requirement.
How we bring it to life
14
large enterprise customers
5
Forbes Global 2000 companies
6-figure
land deals
VPs of HSE or Production at enterprises with 10,000+ employees. They own the safety budget and the downtime.
Direct sales, partners like consultancies and marketplaces, and customers who refer us to the next plant.
Frontline teams get value in the first week. The VP gets one control plane for workers and robots.
Y Combinator lists this problem in its Requests for Startups. Read the RFS
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We are hiring engineers, and people who have spent real time on a factory floor. Work remote, or with us in Munich.
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