alqem, a Munich and Coimbra-based AI-driven materials discovery company, has raised €8M in pre-seed funding co-led by UVC Partners and Union Square Ventures. The firm combines a proprietary database of predicted crystalline compounds, domain-specific training datasets, and in-house synthesis labs to identify next-generation materials. The capital will accelerate development of rare-earth-free permanent magnets for electric vehicles, wind turbines, and defense systems.
Export Controls Reshape Materials Supply
The timing aligns with tightening rare earth export restrictions from China, which controls roughly 90-94% of advanced permanent magnet production. CuspAI raised over $130M across rounds including a $100M Series A, while Lila Sciences secured $550M. Materials Nexus raised around $3M for similar magnet discovery work. alqem's closed-loop approach of prediction plus experimental validation targets the gap left by decades without major breakthroughs in magnet chemistry.
Decades-Old Bottleneck in Magnet Chemistry
Only 50,000 to 100,000 crystalline materials have been discovered out of hundreds of millions possible, leaving 99.9% of the space unexplored. The last significant advance in rare-earth-free permanent magnets occurred more than 40 years ago. Current supply chains leave Europe almost entirely dependent on Chinese production, creating vulnerability for automotive, renewable energy, and defense sectors amid recent export curbs.
Closed-Loop AI Meets In-House Labs
alqem's platform layers a massive proprietary materials database with high-quality training data built over a decade and direct synthesis testing inside its own facilities. This differs from prediction-only platforms by generating proprietary experimental feedback that improves subsequent models. The approach starts with rare-earth-free magnets before expanding to other material classes.
"The next generation of breakthrough materials will be discovered systematically, not serendipitously."
USV and UVC Signal DeepTech Conviction
Union Square Ventures, known for early bets on Twitter, Coinbase, and Stripe, joins UVC Partners in backing alqem's first institutional round. The investment reflects conviction in AI systems that create proprietary real-world datasets through prediction-experiment loops, a thesis USV has highlighted publicly. Both firms bring networks spanning deep tech hardware and enterprise software.
AI Materials Market Expands Amid Geopolitics
The AI-driven materials discovery market stands at $0.97B in 2026 and is projected to reach $2.77B by 2030 at a 30% CAGR, according to Research & Markets data. The broader permanent magnet market is expected to grow from $54.91B in 2026 to $74.11B by 2031. Citrine Informatics has raised roughly $76-81M over multiple rounds, while PhaseTree secured €3M and Edison Scientific took in $70M. European funding for adjacent materials startups reached around €123M in 2026.
Elite Scientific Team Anchors Execution
CEO Dr. Hanh Nguyen brings 15 years in chemicals and energy from McKinsey, Unilever, and OCI Global. CTO Dr. Tiago Cerqueira co-built the Alexandria materials database, now one of the most widely used open resources. CSO Prof. Milan Allan chairs experimental physics at LMU Munich. Advisors include Prof. Claudia Felser of the Max Planck Institute and Prof. Miguel Marques of Ruhr University Bochum.
Scaling Team Across Two Hubs
The company is actively hiring computational and experimental roles in both Munich and Coimbra following the round. It recently added Julia Krez, PhD as VP Operations to prepare for expanded lab and data operations. Partnerships with LMU Munich, TU Munich, Max Planck, and Portuguese universities provide additional experimental capacity.