Side-by-side comparison of AI visibility scores, market position, and capabilities
Lausanne Switzerland automated cloud lab for AI protein engineering at $11.2M total ($8M ACE Ventures seed 2025); improved protein success rate from 2.5% to 13% testing 10K+ proteins for 30+ pharma/biotech partners competing with Recursion for AI drug discovery.
Adaptyv Biosystems is a Lausanne, Switzerland-based AI-driven protein engineering platform — backed with $11.2 million in total funding including an $8 million seed round in 2025 led by ACE Ventures with participation from ByFounders, Founderful, and LongGame Ventures, following a CHF 2.5 million pre-seed in 2022 — providing pharmaceutical companies, biotechnology firms, and academic AI research groups with fully automated cloud laboratory services for validating and iterating AI-generated protein designs, enabling the experimental testing that transforms computational protein engineering from theoretical exploration to practical drug discovery. Founded in 2021 and having tested over 10,000 proteins in collaboration with 30+ pharma and biotech partners, Adaptyv has improved protein engineering success rates from the industry baseline of 2.5% to 13% — a 5x improvement that represents the breakthrough enabling practical AI-guided therapeutic protein development.
Singapore YC healthcare worker super app with 150K+ verified nurses for peer advice, jobs, and credential management at $1.8M ARR Jul 2025; $1.38M Flare Capital seed with Penn Medicine/MedPro partnerships competing with Doximity for allied health professionals.
Adni is a Singapore-headquartered AI-powered super app for healthcare workers — backed by Y Combinator with $1.38 million raised including a $1.25 million seed round in May 2022 from YC, Flare Capital Partners, and Fresco Capital — providing 150,000+ verified nurses and allied healthcare professionals with a unified platform for anonymous peer advice sharing, job discovery, credential management (universal professional profile storing licenses, certifications, and continuing education records), equipment procurement, and community resources, generating $1.8 million in annual revenue as of July 2025 with approximately 32 employees across Asia and North America. Adni partners with leading healthcare organizations including Penn Medicine, MedPro, and PRN Healthcare to provide nurses and allied health workers with the professional tools that their clinical training institutions and hospital employers don't provide.
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