Mafer AI, a newly founded Barcelona-based startup, has closed a €2 million pre-Seed funding round to develop artificial intelligence solutions tailored for research and development teams operating in formulation industries.
The round drew backing from a diverse investor syndicate including Kfund, 4Founders Capital, Masia, and Lavanda Ventures, alongside individual investors Adrián Mato, Manuel Roca, Dídac Lee, Fernando Castiñeiras, and Juanjo Mostazo.
Addressing a Longstanding Industry Challenge
Mafer AI is tackling a fundamental inefficiency in chemical formulation sectors such as pharmaceuticals, materials science, and specialty chemicals. The company plans to deploy the capital towards expanding its technical team, strengthening its Forward Deployed Engineering and research capabilities, and deepening relationships with existing customers.
According to the company’s perspective on the problem space, “Formulation industries have spent decades accumulating a silent asset, their technical R&D history, without having any way to exploit it at scale,” as noted by Fernando Oliver Jané.
This observation points to a critical gap in how traditional R&D-intensive industries manage their intellectual assets. While companies in these sectors maintain extensive records of experimental data, formulation recipes, and technical documentation, much of this knowledge remains siloed, difficult to search, and underutilized in accelerating new product development cycles.
Building AI Infrastructure for Technical Teams
Founded in 2025, Mafer AI’s approach centers on creating an operating system specifically designed to organize and leverage this accumulated technical knowledge through artificial intelligence. The platform aims to help R&D teams access relevant historical data more efficiently, identify patterns in past experiments, and make more informed decisions during new formulation development.
The company’s focus on customer relationships, even at this early stage, suggests a validation-first approach typical of enterprise software startups. By working closely with existing customers while building out engineering capacity, Mafer AI appears positioned to iterate based on real-world feedback from its target market.
European AI Momentum in Enterprise Solutions
The funding announcement reflects broader momentum in the European AI startup ecosystem, where founders are increasingly identifying vertical-specific applications for machine learning technologies. Rather than competing in crowded horizontal AI markets, startups like Mafer AI target niche industries where specialized knowledge and domain expertise create defensible advantages.
Spain’s startup scene has grown substantially in recent years, with Barcelona emerging as a notable hub for deep-tech and enterprise software companies. The backing of established Spanish venture firms like Kfund and 4Founders Capital, combined with international investors, suggests confidence in both the founding team and the market opportunity within formulation industries across Europe and beyond.