Rotomate raises €2.1M to automate industrial reliability analysis

Key Takeaways

Rotomate closed a 2.1 million euro pre-seed round led by Kvanted, with participation from Robin Capital, Angel Invest, Accel's scout programme, and Business Finland.
The software sits on top of existing condition monitoring systems and turns raw alerts into full diagnostic reports with root cause and recommended action.
The company says its approach cuts manual monitoring time by up to 83 percent.
Customers include Metsä Group, SSAB, and Aurubis, with combined annual production above 35 billion euros.
Rotomate already sells across five countries: Finland, Sweden, Germany, the Netherlands, and Poland.
The team grew from two founders to ten people, several holding doctorates in mechanical engineering and industrial AI.

Stats & Key Facts

#2.1 million euros raised in the pre-seed round
#More than 35 billion euros in combined annual production across named customers
#Up to 83 percent reduction in manual monitoring time, per the company
#5 European countries with commercial traction
#70 million euro fund size at lead investor Kvanted
#Team grew from 2 founders to 10 employees

Inside Rotomate's 2.1 Million Euro Pre-Seed Round

The funding brings together Nordic and international backers focused on industrial technology.

›Kvanted, a Helsinki-based industrial technology investor with a 70 million euro fund, led the round.
›Robin Capital, Angel Invest, and Accel through its scout programme also took part.
›Business Finland contributed through an AI development grant.
›Angel investors included Moaffak Ahmed and Jiri Heinonen, a co-founder of Swappie.

How the AI Reads Machine Data to Diagnose Faults

Rotomate aims to close what it calls the gap between an alert and a decision.

Most condition monitoring software flags a problem and sends an alert, then leaves a human expert to judge whether the alert matters and what to do about it. Rotomate sits on top of those existing systems and adds a reasoning layer they lack. It reads machine data, maintenance history, and operational context, then produces a full diagnostic report for each flagged asset.

Each report includes the likely root cause, a recommended action, and a plain explanation. Instead of a generic warning that a pump bearing is wearing down, the platform gives a prioritized recommendation a non-specialist can act on. The company says this delivers expert-level analysis across all machines at once.

The Reliability Engineer Shortage Driving Demand

The founders point to a widening mismatch between data and the people who interpret it.

Factories have spent heavily on sensors and monitoring systems, yet they lack enough specialists to read the flood of data those systems produce. A single reliability engineer might oversee hundreds of assets, with only a fraction reviewed in depth on any given day. The bottleneck, the founders argue, is human attention rather than data itself.

CEO Mikko Kuusisto framed the opportunity as scaling scarce expertise so every plant acts on the most current data around the clock. Kvanted general partner Eerik Paasikivi described European factories as sitting on years of machine data they cannot act on, with the cost showing up as unplanned downtime and lost output.

Named Customers and a 35 Billion Euro Production Base

Early traction spans major European industrial groups.

›Metsä Group, SSAB, and Aurubis are among the named customers.
›Their combined annual production exceeds 35 billion euros.
›Commercial activity spans Finland, Sweden, Germany, the Netherlands, and Poland.
›The company reports cutting manual monitoring time by up to 83 percent.

Founders With Industrial Scaling and Research Backgrounds

The two co-founders pair commercial scaling experience with deep technical research.

Mikko Kuusisto, co-founder and CEO, was an early employee at refurbished-electronics company Swappie, where he helped grow revenue from about 1 million euros to 220 million euros. He has also worked at Boston Consulting Group and completed a Stanford program. Dr Jesse Miettinen, co-founder and chief technology officer, holds a doctorate in mechanical engineering from Aalto University and has published more than ten peer-reviewed papers on applying AI and signal processing to industrial vibration.

The wider team has grown from the two founders to ten people, with several members holding doctorates in mechanical engineering and industrial AI. Miettinen said most condition monitoring software stops at alerts while human experts go further, and that software should do the same.

How Rotomate Positions Against Augury and AspenTech

The startup targets a different customer segment than the largest players.

Larger competitors include Augury, which raised 75 million dollars in early 2025 at a valuation above 1 billion dollars and targets Fortune 500 manufacturers, and AspenTech, in which Emerson took a majority stake and which serves oil majors. Both typically require their own hardware or installation.

Rotomate instead layers onto the monitoring systems a plant already runs, avoiding hardware replacement and reducing switching cost. The company is aiming at mid-market European industrial plants that operate mixed equipment fleets, a segment it argues is underserved by the incumbents.

What the New Funding Will Pay For

The money targets product, hiring, and a wider European footprint.

›Further product development of the reliability software.
›Growing the engineering, product, and commercial teams.
›Expanding across more European markets beyond the current five countries.

Frequently Asked Questions

What does Rotomate's software actually do?

It reads machine data, maintenance records, and operational context, then produces a full diagnostic report for each flagged piece of equipment. Each report names the likely root cause and a recommended action, going beyond the simple alerts that existing monitoring tools provide.

How much did Rotomate raise and who led the round?

Rotomate raised 2.1 million euros in pre-seed funding. The round was led by Kvanted, a Helsinki-based industrial technology investor, with participation from Robin Capital, Angel Invest, Accel's scout programme, and Business Finland.

Which companies use Rotomate?

Named customers include Metsä Group, SSAB, and Aurubis. Together these customers run combined annual production worth more than 35 billion euros, and Rotomate operates across Finland, Sweden, Germany, the Netherlands, and Poland.

How is Rotomate different from competitors like Augury?

Rotomate layers onto the condition monitoring systems a plant already owns, so it avoids new hardware and reduces switching cost. It targets mid-market European plants with mixed equipment, while rivals such as Augury and AspenTech focus on Fortune 500 manufacturers and oil majors.

What problem is Rotomate trying to solve?

Factories have plenty of sensors and data but too few specialists to interpret it, so problems go unaddressed and equipment fails unexpectedly. Rotomate puts that expert analysis into software to help plants reduce unplanned downtime.

Rotomate's pre-seed round signals investor interest in software that turns idle factory data into actionable diagnostics. With early customers across five countries and fresh capital, the two-year-old startup plans to widen its European reach.