Czech Edmund Raised €2.5M to Fix Manufacturing Downtime with AI

Czech startup Edmund raised €2.5 million to expand its AI-powered industrial troubleshooting platform across Europe and the US, helping manufacturers reduce downtime and address engineering talent shortages.

👯 Founders: Jakub Szlaur (co-founder & CEO), Miroslav Marek (co-founder & CSO)

📅 Founding year: 2023

🏭 Industry: Industrial AI / Manufacturing

💥 Problem: Manufacturers face increasing system complexity while skilled engineers are becoming scarce. Knowledge is fragmented across documentation, legacy systems, and human expertise, leading to slow diagnostics, costly downtime, and operational risk.

📣 Solution: An AI-powered debugging platform that integrates technical documentation, PLC projects, maintenance logs, and real-time machine data into a single system. It enables technicians to quickly identify faults, understand root causes, and receive step-by-step repair guidance.

👥 Customers: Industrial manufacturers (e.g., Amcor Flexibles)

🌱 Stage: Early-stage (post-seed / early growth)

💰 Investment amount: €2.5 million

🚀 Funded by: FORWARD.one (lead), University2Ventures, Tensor Ventures

👁️‍🗨️ Investor’s perspective: “Edmund is solving one of the most overlooked challenges in industrial maintenance: how knowledge is transferred and applied under pressure,” said Beau Anne-Chilla, Partner at FORWARD.one. “Their approach has the potential to become a foundational layer for modern manufacturing.”

💡 It will be spent on: International expansion (Europe and US), team growth, and further development of its AI-driven troubleshooting platform

💬 In their own words:

“The real challenge is not a lack of data, but a lack of context. We’re building AI agents that understand how machines actually work… so engineers can act immediately.” — Jakub Szlaur

💪 Their specialty: AI-driven troubleshooting that understands industrial systems at the PLC level and reduces diagnostic time by up to 90%

🔑 Business model:
B2B SaaS platform for industrial maintenance and operations

👩‍🏫 Market: Global manufacturing sector facing labor shortages, increasing automation complexity, and rising costs of downtime (~$1.4 trillion annually)

📊 Traction: