Neuron soundware

14/01/2026

More machines. One analysis. Faster decisions.
Our latest update to the nGuard Analysis Tool automates the comparison of identical machines — compressors, presses, transformers — in real time, on a single screen.

🔍 Detect anomalies early
🔧 Prevent breakdowns before they happen
📊 Make confident, data-driven decisions

Real-world use cases show how sound can reveal more than graphs: 🔗 https://www.neuronsw.com/ai-powered-multi-machine-analysis/

AI-powered Multi-Machine Analysis: real-time comparison of identical machines for faster diagnostics and smarter maintenance decisions.

07/01/2026

The Industry 4.0 in Practice 2025 conference clearly demonstrated how essential it is to create a space for sharing tangible solutions that truly move industry forward. At a time when companies face increasing pressure for efficiency, energy management, and sustainability, this kind of exchange of experience and inspiration is crucial.

The event delivered not only technical innovation but, more importantly, the opportunity to see digital transformation in action—how AI agents support real-time decision-making, how MES systems save millions, or how AR improves field service efficiency. For manufacturing companies still navigating their digital journey, a conference like this can serve as a valuable guide.

Equally encouraging was the cross-border dimension—the participation of Slovak stakeholders and government representatives emphasized that industrial transformation is not a national matter, but a shared regional challenge. Collaboration across countries and sectors is key to building a competitive, sustainable, and innovative industrial base for Central Europe.

Neuron Soundware was proud to be part of the program and to share how acoustic analysis and AI can reduce machine failure rates and improve production performance. Many thanks to the organizers for making this inspiring day possible.

02/01/2026

Neuron Soundware has been selected as one of five startups- out of nearly 200 applicants - for the 14th edition of the Fundación Repsol Accelerator, focused on driving technological innovation in the energy sector.

Being chosen for this program represents an important step in expanding the application of our AI-driven monitoring technology into critical infrastructure and the energy domain, a key area of focus for our company.

The project centers on developing and validating acoustic-based AI monitoring for photovoltaic inverters - critical components of Battery Energy Storage Systems (BESS). Neuron Soundware’s technology enables real-time detection of issues such as:

🎯 fan failures and overheating,
🎯 degradation of power components, including IGBT transistors,
🎯 aging of electrolytic capacitors.

We see this collaboration as another important step toward improving equipment reliability, reducing operational costs, and enabling predictive maintenance without unplanned downtime - a vital capability for the solar energy sector.

👉 Read the full article to learn more about the project and its potential impact: https://www.neuronsw.com/cs/ai-powered-inverters-monitoring/

Neuron Soundware’s predictive maintenance for photovoltaic inverters is strengthening the energy operations of the Spanish company Repsol.

23/12/2025

🌏 Reflecting on one of this year's defining experiences for Neuron Soundware:

Taiwan, tech & turbocharged networking! The Soft Landing Program by IAPS, which Neuron Soundware joined, was quite a ride! 🚀

From Taipei to Kaohsiung, we explored smart manufacturing, pitched at InnoVEX, met potential partners and investors, and made meaningful business connections across Asia. 🌟

🎤 As Pavel Konečný said:
“ is now .”
And we couldn’t agree more.

📹 Watch the recap video and relive the journey with us:
▶️ https://www.youtube.com/watch?v=cBSwzjxvmI0

19/12/2025

🎄✨ Wishing you a season full of clarity and insight!

May 2026 bring you crystal-clear detection of every important signal in your production.

From all of us at Neuron Soundware — thank you for listening with us. 🔊💡

10/12/2025

🛠️ What if your CNC machine could ask for maintenance before it breaks down?

That’s exactly the aim of our latest R&D project — combining AI and acoustic analysis to monitor linear guides, one of the most critical components for machining precision.

Rather than waiting for visible signs of wear, we enable machines to detect subtle anomalies early and request maintenance proactively.

How can this help your production?
✔️ Fewer unplanned downtimes
✔️ Longer component lifespan
✔️ More reliable and stable output

📍 Real-time analysis, processed locally — no cloud dependency
📍 Applicable to CNC, robotics, 3D printing, injection molding, and more

📖 Read the full story on our blog👉 https://www.neuronsw.com/ai-powered-linear-guide-monitoring/

AI-powered linear guide monitoring helps detect wear early, prevent downtime, and boost CNC machine reliability with real-time diagnostics.

03/12/2025

📈 We're pleased to be featured in the “Make the Data Actionable” section of the new Renewables Ops & Maintenance Startup Map by EDF Pulse Ventures – alongside other innovators transforming the way clean energy systems are operated and maintained.

🎯 Our acoustic AI platform bridges real-time data collection and analysis with predictive maintenance and asset management – covering equipment such as photovoltaic inverters, compressors, electric motors, and power transformers.

At , we focus on delivering AI-powered acoustic monitoring solutions for the energy sector – with proven use cases in wind, solar, and grid resilience. Our technology helps operators detect faults early, optimize performance, and reduce maintenance costs across key assets.

We believe that the combination of edge computing, machine learning, and real operational value is essential for driving an efficient and resilient energy transition.

Check out the full map below 👇

26/11/2025

🎯 Acoustic + Visual Monitoring for Welding Wire Production – the next level of quality control!

Neuron Soundware expands its solution at a leading European plant by integrating high-speed camera modules that detect micro-scratches on wires – invisible to the human eye.

📷 “Our system acts like a digital magnifier,” says Project Manager Petr Ivančák.
🧠 “Images are displayed live to operators, but our goal is edge processing and, eventually, automatic line shutdown if a deviation is detected,” adds HW engineer Leo Lukáš.

✅ What the AI monitors:
🔊 sound (die damage)
👁️ image (surface defects)
🔦 shape (laser ovality)

➡ Results: reduced scrap, fewer downtimes, higher quality.
🛠️ Industry 4.0 in real-time.

Read more 👉https://www.neuronsw.com/ai-powered-wire-drawing-monitoring-2/

Neuron Soundware is enhancing wire production quality by integrating real-time visual inspection with AI-powered acoustic monitoring.

20/11/2025

We’re excited to announce that Neuron Soundware will be participating in Future Forward 2025 in Vienna on November 27 - the one‑day innovation event where bold ideas meet real‑world impact.

🔍 What’s on the agenda for us?
✅ Showcasing how AI-powered acoustic diagnostics are reshaping industrial maintenance
✅ Connecting with peers, partners and investors from across Europe
✅ Exploring how machines will ask for maintenance — before anything breaks down

And yes, even showing a test app that listens to popcorn and tells you when it’s done - a fun demo of serious AI tech 🍿

If you’re attending, stop by — we’d love to talk smart sensors, predictive maintenance… and serve you a perfectly popped bag.

https://www.futureforward.at/

12/11/2025

We’re proud to be known as one of the Czech AI companies with a growing international footprint.

👉https://www.ceska-justice.cz/2025/10/umela-inteligence-zvysi-tlak-na-vykon-koncipienti-a-prekladatele/

At Neuron Soundware, we believe AI has enormous potential in industrial environments — from optimizing processes and reducing energy consumption to enabling smarter, more predictive maintenance.

These aren’t just buzzwords. These are real, measurable changes happening on factory floors today — solving real problems and delivering tangible value to our customers:

✅ Early detection of machine failures — before they cause costly downtime
✅ Extended equipment life through condition-based maintenance
✅ Lower energy consumption by optimizing machine operation
✅ Fewer unplanned shutdowns and smoother production schedules
✅ Greater transparency and control over complex systems
✅ Less manual inspection, fewer routine errors

Our mission is simple: to turn machine data into actionable insights — so operators, technicians, and production managers can make better decisions, faster.

👉 Curious how AI could help your operations run more reliably and efficiently? Let’s talk.

06/11/2025

🔧 INTEMAC Inspiration Day 2025 is coming — and we’ll be there.

This event is all about real stories from companies that are improving their manufacturing step by step — with technology that fits their needs, their people, and their budgets.

📍 Join us on November 26 in Kuřim, where our CEO Pavel Konecny will share practical insights into how manufacturers across industries are using AI to make smarter decisions — from predictive maintenance to quality control.

Pavel has helped dozens of factories introduce AI in ways that are sensible, scalable, and actually work in daily operations. His talk will be full of real-life use cases, clear results, and lessons learned along the way.

🛠️ We’ll also touch on our previous collaboration with Intemac, including projects involving anomaly detection in robotics using open testbed data.

🎫 Participation is free — just register by November 17:
👉 https://www.intemac.cz/intemac-inspiration-day-2025/

Let’s talk about smart manufacturing that supports people, not replaces them. See you there!

30/10/2025

“This is what Europe’s innovation looks like: ambitious, global, and rooted in partnerships.” says Commissioner Ekaterina Zaharieva, EU Commissioner for Startups, Research and Innovation at European Commission - and we culd not agree more. We’re proud to have been part of the largest EIC delegation ever organised outside Europe, in collaboration with JETRO’s J-Bridge programme and Japan’s top industrial leaders.

Neuron Soundware was selected among 26 deep-tech startups from 15 countries, backed by nearly €200 million in EIC support, to explore strategic cooperation with giants like Mitsubishi Heavy Industries, NEC, Shimizu Corporation, JX Advanced Metals, and Dai Nippon Printing.

🎤 Our CEO Pavel Konecny joined the mission to present our AI-driven predictive maintenance technology, which helps manufacturers worldwide increase reliability and efficiency.

🤝 This week was not just about showcasing innovation - it was a clear signal of Japan’s growing openness to European startups and deep-tech collaboration. We return with valuable insights, strong leads, and clear next steps toward entering the Japanese market.

Thank you to the European Innovation Council, JETRO and our Japanese partners for their trust and support.