Rotomate raises €2.1M to bring reliability AI to every factory

A Finnish startup is bringing the expertise of a senior reliability engineer to factories through artificial intelligence, and it has just secured fresh funding to scale its operations. Rotomate, an industrial AI company, has raised €2.1 million in pre-seed funding to expand its platform, which interprets machine data and recommends maintenance actions with the nuanced judgment of an experienced human specialist.

The investment round was led by Helsinki-based Kvanted, with participation from Robin Capital, Angel Invest, Accel’s scout programme, and Business Finland. Several angel investors, including Jiri, also contributed to the round. The funding signals growing confidence in AI solutions that address the persistent challenge of unplanned downtime and inefficient maintenance in manufacturing environments.

Rotomate’s technology stands out by going beyond simple data collection. Instead of just flagging when a machine is running hot or vibrating oddly, the platform analyzes patterns and context to suggest specific, actionable steps. This approach mirrors how a veteran reliability engineer would think, prioritizing tasks based on risk and real-world impact rather than just following a rigid schedule.

For many factories, the loss of experienced personnel through retirements or turnover has created a knowledge gap. Rotomate aims to fill that void, offering a digital layer of expertise that can be deployed across multiple facilities simultaneously. The platform learns from each machine’s unique operational history, becoming more precise over time.

The new capital will be used to accelerate product development and expand the company’s commercial reach, particularly into European manufacturing hubs. With this funding, Rotomate is positioned to help factories shift from reactive firefighting to predictive, reliability-driven maintenance, reducing costs and improving operational efficiency.