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.
Opentrons democratizes lab automation with 10,000+ OT-2 and Flex robotic systems deployed globally; raised $200M+ including $20M Series C in Nov 2025; partnered with BD and HighRes for AI agent-to-agent workflows.
Opentrons Labworks is a New York-based life sciences company that designs and manufactures affordable, open-source liquid-handling robots for research laboratories. Founded in 2014, Opentrons'' mission is to democratize biology by making advanced lab automation accessible to life scientists at any institution — from academic labs with limited budgets to leading pharmaceutical companies. Its flagship products, the OT-2 and the newer Opentrons Flex, are programmable robotic platforms that automate repetitive liquid-handling tasks such as PCR setup, nucleic acid extraction, ELISA assays, and next-generation sequencing sample preparation.
Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.