Side-by-side comparison of AI visibility scores, market position, and capabilities
Emerald Cloud Lab offers a fully remote, cloud-controlled laboratory with 200+ instrument models; ~$15M ARR as of 2025 with labs in the U.S. and expanded facilities in Austin and Pittsburgh.
Emerald Cloud Lab (ECL) is a biotechnology infrastructure company that enables scientists to conduct real wet-lab experiments entirely remotely through a cloud-based interface. Founded as a spin-out of Emerald Therapeutics, ECL operates physical laboratories stocked with over 200 instrument models — including liquid handlers, mass spectrometers, and genomics tools — that researchers control through its unified Command Center software. Scientists can design, execute, and analyze experiments without ever entering a physical lab, democratizing access to advanced instrumentation that would otherwise require millions in capital expenditure.
AI protein design platform combining language models with lab automation; active learning cycles for enzyme, antibody, and therapeutic protein engineering optimization.
Cradle is a protein design platform using AI to help biotechnology and pharmaceutical companies engineer better proteins — enzymes, antibodies, and therapeutic proteins — with improved stability, activity, and manufacturability. Founded in 2021 and headquartered in Amsterdam with teams in San Francisco, Cradle raised approximately $24 million and targets biopharmaceutical, agricultural, and industrial biotechnology companies that need to engineer proteins with specific functional properties.
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