From machine data to real-time decisions on the shop floor.

Founded:
2024
Tech
Industrial AI, Factory Automation, Manufacturing Software
Forward.one entry point:
Seed
Headquarters
Czech Republic

The Challenge

Factories are data-rich and insight-poor.

Modern production lines generate vast amounts of data from PLCs, sensors, and connected systems. Yet when something breaks, operators still rely on manual troubleshooting, fragmented documentation, and deep industry knowledge.

Downtime is expensive and diagnosing root causes is slow. Moreover, preventing issues before they happen still remains the exception. 

The result: lost production hours, inefficiency, and underutilized assets across European manufacturing.

Edmund was built to change that. 

For the first time, machines can be understood in real time. Edmund enables operators to interact directly with their machines, turning complex systems into something you can actually work with.

FORWARD.one involvement

We invested in Edmund because it solves a fundamental industrial problem: turning machine data into actionable insight at the moment it matters. At the same, it is strengthening Europe’s manufacturing base where every second of downtime has immediate economic impact.

What sets Edmund apart is its direct integration with PLC systems. It connects at the source, linking real-time machine data with schematics, documentation, and operational history.

That integration is the edge. It enables something the industry has been missing: the ability to interact with machines in a natural, intuitive way. Operators can finally “talk” to their systems and get answers grounded in real operational data.

This aligns directly with our Industrial Tech thesis: software deeply embedded in physical operations, driving measurable performance improvements.

We led the seed round and supported Edmund in scaling its commercial execution, expanding from Central and Eastern Europe into the DACH region, and positioning the platform as critical infrastructure for next-generation manufacturing.

“We give every factory a reliable digital technician that knows their machines, documentation and history. This cuts the real cost of downtime.”

Jakub Szlaur

Founder & CEO

Results

  • Edmund is turning factory-floor data into faster diagnostics and dramatically lower downtime: up to 80% of manufacturing downtime is spent identifying root causes rather than fixing them. Edmund reduces this analysis phase by up to 90%, cutting troubleshooting from hours or days to minutes.
  • At Amcor Flexibles, Edmund's platform reduced average repair times by 26% across Allstein printing lines and cutting machines, saving approximately 440 man-hours annually per factory. This approach delivers measurable impact: 36.75 hours of maintenance time saved per month, 10 hours of downtime avoided per month, and €190,800 in total annual cost savings per factory.
  • In public case studies, the platform has helped surface likely causes of recurring machine issues in minutes, giving operators a practical way to reduce downtime and move from reactive troubleshooting to more proactive maintenance.

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