§ AI Day · Round 3

The future of maintenance from faults to AI agents.

Edmund's AI Day in maintenance is a full-day event on the practical use of AI agents on the production floor. Alongside proper catering, we walk through the latest trends and available tooling in industrial AI, and most importantly, what is genuinely usable for maintenance and production.

When Thursday, June 25, 2026 · 10:00 – 16:00
Where Venue near Prague · address sent to confirmed attendees
Who for Maintenance leads, reliability engineers, process engineers, production leadership
Cost Free, by invitation · limited capacity

Request a seat → Or book a remote demo

/ ABOUT THE DAY

Expect live demonstrations of an AI agent finding the root cause of a fault: diagnosing the PLC project, going through documentation, guiding the technician to a fix, and writing it up in the maintenance journal in real time, step by step.

We focus on the practical use of AI in industry, with minimum unnecessary theory. The program also includes a maintenance session with guests from Amcor Flexibles, and a keynote on improving efficiency by Mainware's CEO.

/ AGENDA

10:00 – 10:30

Registration and welcome

Arrival, seating, opening coffee, networking.
10:30 – 11:05
How AI and AI agents actually work
- The difference between a language model, a tool, and an AI agent, and what it means for the reliability of outputs on the shop floor.
- How AI works with context, sources, and instructions, why it sometimes gives inconsistent answers, and how to prevent that.
- Where AI makes sense in maintenance and where human review is essential.
Daniel Kunz · AI Scientist, Edmund + Daniel Švábek · AI engineer, Edmund
11:05 – 11:20

Coffee break
11:20 – 11:55
Digital transformation and AI adoption in a manufacturing company
- Bottlenecks of digital transformation through seven years of practice: what works, what doesn't.
- How to manage AI transformation and the delivery of new features across an organization.
- What adoption typically fails on, and what to do for successful adoption across an organization.
Martin Nepovím · AI Transformation Lead, Digiteq Automotive
11:55 – 12:05

Coffee break
12:05 – 12:35
Which tool to pick: SaaS, Copilot, or specialized AI?
- Why the classic SaaS model is running out of steam, and what is replacing it.
- Which use cases AI makes sense for, and which it doesn't.
- Live comparison: Copilot vs. Edmund on the same task from real production.
Martin Nepovím + Martin Koś (Edmund)
12:35 – 13:20

Lunch & networking

Buffet catering, time for conversation.
13:20 – 13:55
From a fault to a fix, in practice (workflows + demos)
- End-to-end workflow: fault → triage → diagnosis → suggested path → guiding the technician step by step.
- Working with PLC projects, alarms, events, logs, and service documentation.
- Real-world scenarios: incomplete documentation, multiple possible causes, safe action under time pressure.
Jan Bruk · Head of Customer Care, Edmund
13:55 – 14:05

Coffee break
14:05 – 14:35
Maintenance and AI in practice: experience from Amcor Flexibles
- How Amcor Flexibles approaches the maintenance of production lines and what is critical for them.
- What changed after deploying Edmund: specific situations where the AI agent shortened downtime or guided a technician.
- What to watch out for when introducing an AI tool to a maintenance team.
Martin Bryknar · PLC Specialist, Amcor Flexibles
14:35 – 15:10

Discussion and use cases from attendees

Structured discussion of typical situations from attendees' practice, Slido questions.
15:10 – 16:00

Close & informal networking