R2A Labs is a deep-tech startup utilizing machine learning and a proprietary Lab-in-Loop engine to accelerate the discovery and production of sustainable, bio-based materials and chemicals.
R2A Labs is a deep-tech company that specializes in developing high-performance bio-based materials and chemicals. Founded in 2025 and operating as a trading name for The Chemical Collective Ltd., the startup utilizes a proprietary Lab-in-Loop engine. This system integrates advanced machine learning with computational modeling and real-world laboratory validation to accelerate innovation in biomass valorization. By combining scientific rigor from leading research institutions with commercial focus, the company aims to replace conventional materials and optimize process pathways to reduce R&D costs, emissions, and inefficiencies in the chemical manufacturing industry.
The company's work addresses the high costs and lengthy trial-and-error cycles typically associated with material innovation. By streamlining the development of sustainable, bio-derived solutions, R2A Labs partners with organizations to transform biomass assets into commercial products. The startup is led by co-founders Mark A. Bajada and Henry Tyler and has successfully secured seed-stage venture capital funding from investors including SFC Capital, B4i - Bocconi for innovation, and the Tech Europe Foundation to support its research and development operations.