5 Interesting Startup Deals You May Have Missed: A Law Firm Operating System, Building Defense Tech Near The Battlefield, And Cell-Based Milk

2026-05-15 · Source: Artificial intelligence - Crunchbase News · Field: Finance & Economics — Capital Markets & Investment Management, Entrepreneurship & Start-ups · Depth: Fundamental Awareness, medium

Summary

This monthly column highlights five notable startup funding deals that address physical world problems, often outside the typical software and AI focus. Firestorm Labs secured an $82 million Series B for expeditionary manufacturing systems and modular drones, aiming to produce military equipment closer to battlefields. Manifest OS raised $60 million in Series A funding at a $750 million valuation to build an operating system for AI-native law firms, focusing on outcome-based billing. ROSI, a French cleantech startup, received $23 million in Series B and grant funding to construct a large-scale plant in Spain for recycling high-purity raw materials from defunct solar panels. Opalia, a Montreal-based company, closed a $2.3 million seed round to produce cell-based milk for the dairy supply chain. Lastly, C-Infinity announced a $16 million seed round for its AutoAssembler platform, which uses AI to automate process planning in manufacturing, converting digital designs into production plans rapidly.

Key takeaway

For investors evaluating emerging market opportunities, recognize the growing venture capital interest in "physical AI" and real-world problem-solving startups. Your portfolio diversification should consider companies like Firestorm Labs, ROSI, and Opalia, which are addressing critical infrastructure, sustainability, and supply chain challenges with tangible, rather than purely digital, solutions. This shift indicates a potential for significant long-term impact and returns in sectors often overlooked by traditional tech-focused funds.

Key insights

Venture capital is increasingly funding startups solving physical world problems, beyond traditional software and AI.

Principles

• Decentralized manufacturing enhances military logistics.
• Outcome-based billing can disrupt traditional legal services.
• Industrial-scale recycling addresses future waste challenges.

Method

Firestorm Labs uses containerized "xCell" platforms for deployable manufacturing. Manifest OS provides an AI-native operating system and centralized back office for law firms. ROSI recovers raw materials from solar panels. Opalia produces milk from mammary cells in bioreactors. C-Infinity's AutoAssembler automates manufacturing process planning.

In practice

• Investigate defense tech for supply chain innovation.
• Explore AI-native models for professional services.
• Consider cell-based alternatives for food production.

Topics

• Defense Technology
• Expeditionary Manufacturing
• Legal Tech
• AI-Native Law Firms
• Solar Panel Recycling

Best for: Investor, Entrepreneur, Consultant

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Editorial summary, takeaway, and curation by AIssential. Original article published by Artificial intelligence - Crunchbase News.