What Latent Labs does
Latent Labs is a generative biology company building AI foundation models and agentic workflows aimed at making biology “programmable” for drug discovery and molecular engineering. The company’s product is the Latent Labs Platform, which provides no-code and API-enabled access to its protein-design model family (Latent-X and Latent-X2) and its lab-validated autonomous drug-design agent (Latent‑Y). Latent Labs’ stated focus is structure-based protein binder design: users specify targets/epitopes and generate lab-ready binder candidates (including therapeutic antibodies and peptide-like binder modalities), with the platform emphasizing workflows that are compatible with real wet-lab validation. Latent‑Y is positioned as an end-to-end agent that can execute a prompt-to-candidate workflow (e.g., literature/database research, target analysis, epitope identification, candidate generation with Latent‑X2, and computational validation), and the company reports lab-confirmed binders as part of its published results. In 2025 the company emerged from stealth with a $50M total funding announcement and began shipping frontier models; in 2026 it expanded availability with broader “Research Tier” access and additional performance/compute-related announcements. Latent Labs also describes cloud/compute scaling partnerships (notably with AWS) and compute optimization work tied to NVIDIA Blackwell GPUs.