Side-by-side comparison of AI visibility scores, market position, and capabilities
Cradle provides an AI platform for protein engineering that accelerates the design of improved enzymes, antibodies, and other biologics for industrial and therapeutic use.
Cradle Bio is an AI protein engineering company founded in 2021 in Amsterdam, having raised $73M to build an AI-powered protein design platform. The platform combines generative AI with wet-lab experimentation to accelerate the iterative process of engineering proteins with improved stability, activity, and manufacturability. Cradle's technology enables researchers to design thousands of protein variants computationally and prioritize those most likely to succeed in laboratory validation, compressing protein engineering timelines from years to months. The company serves both industrial biotechnology customers engineering enzymes for biomanufacturing and pharmaceutical companies developing next-generation antibody therapeutics. Cradle partners with contract research organizations and biopharmaceutical companies to integrate AI-assisted protein design into existing discovery workflows. The company has been recognized as a leader in the European deep tech ecosystem and positions protein engineering AI as enabling a new era of designed biologics for medicine and sustainable manufacturing.
MasterControl is the leading QMS and MES platform for regulated life sciences industries, serving 1,100+ companies with $200M revenue in 2025; valued at $1.3B after $150M from Sixth Street, acquired Qualer in Mar 2025.
MasterControl is a leading provider of quality management system (QMS) and manufacturing execution system (MES) software for regulated industries, with a primary focus on pharmaceuticals, medical devices, biotechnology, and food and beverage. The company's AI-powered platform digitizes and automates compliance-critical workflows including document control, training management, audit management, change control, corrective and preventive action (CAPA), risk management, and electronic batch records — replacing paper-based processes that are error-prone, audit-vulnerable, and incompatible with modern manufacturing velocity.
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