AI-powered protein design platforms creating novel therapeutics
Generate Biomedicines and Absci are using AI to design therapeutic proteins 10x faster than traditional methods, but with both companies still pre-revenue on designed drugs and Absci's $400M market cap offering limited liquidity, this remains a research position until clinical catalysts emerge.
Why then
- +Generate Bio's first AI-designed protein entering Phase 1 trials Q3 2026
- +Absci announcing partnership with top-5 pharma for $2B program (Q2 2026)
- +DeepMind's AlphaFold3 open-sourced in January 2026 accelerating entire field
Risks
- −AI-designed proteins could have unexpected immunogenicity issues in humans
- −Big pharma could acquire platforms before public market value creation
- −Clinical trial failures would set back entire AI drug design narrative