Rotomate Raises €2.1M for AI Industrial Maintenance Solutions

Helsinki-based Rotomate has successfully closed a €2.1 million pre-seed funding round, signaling strong investor confidence in its mission to revolutionize industrial maintenance through artificial intelligence. The capital infusion was spearheaded by Kvanted, with significant contributions from Robin Capital, Angel Invest, and Business Finland, alongside a cohort of prominent angel investors including Jiri Heinonen and Moaffak Ahmed. This funding will accelerate the development of Rotomate's sophisticated AI software, designed to enhance equipment reliability and operational efficiency in industrial settings.

The core of Rotomate's innovation lies in its ability to bridge the growing chasm between the exponential increase in industrial data generation and the finite capacity of human experts to interpret it. Founded in 2024, the company addresses a critical bottleneck where advanced sensor data, while abundant, often overwhelms maintenance teams. Rotomate's platform synthesizes real-time operational metrics with extensive historical maintenance records, enabling reliability teams to proactively identify potential equipment failures and strategically prioritize necessary interventions. This approach aims to mitigate the substantial financial impact of unplanned downtime, which can cost industrial plants upwards of €1 million per shift.

“The potential to boost uptime and industrial reliability is immense across virtually every manufacturing facility,” stated Mikko Kuusisto, co-founder and CEO of Rotomate. “The challenge isn't a lack of data, but rather the scarcity of specialized human attention needed to process it effectively. We developed Rotomate to scale that critical expertise, ensuring that every piece of equipment benefits from up-to-the-minute data analysis around the clock.” The company's AI acts as a virtual senior specialist, providing comprehensive diagnostic reports that detail the root cause of issues, recommend specific actions, and justify those recommendations, thereby reducing manual analysis time by as much as 83%.

Rotomate's technology is already making an impact with major industrial players. The company collaborates with clients whose facilities collectively represent over €35 billion in annual production. These include industry leaders such as Metsä Group, SSAB, and Aurubis. The team has expanded from two to ten members over the past year, with a strategic focus on penetrating European industrial markets, including Finland, Sweden, Germany, the Netherlands, and Poland. This expansion is supported by a robust commercial pipeline in Northern and Western Europe.

The founding team brings a potent combination of entrepreneurial scaling experience and deep technical expertise. CEO Mikko Kuusisto was instrumental in scaling Swappie from €1 million to €220 million in revenue. CTO Dr. Jesse Miettinen, a pioneer in AI research for condition monitoring from Aalto University, leads the technological development. The broader team includes individuals with PhDs in mechanical engineering and industrial AI, underscoring the company's commitment to cutting-edge solutions. The newly acquired capital will fuel further team growth across engineering, product development, and commercial functions to support its international ambitions.

“European manufacturers are accumulating vast amounts of machine data without the necessary specialist bandwidth to leverage it, leading to costly unplanned downtime,” commented Eerik Paasikivi, General Partner at Kvanted. “Rotomate directly addresses this critical gap by democratizing expert-level analysis across entire plants. This is precisely the kind of applied AI that European industry requires today, and we are enthusiastic about leading this investment round.” The pre-seed round also saw participation from notable angel investors, including Moaffak Ahmed, and Accel through its scout program.