Evolved by Nature vs Numerion Labs
Side-by-side comparison of AI visibility scores, market position, and capabilities
Activated Silk Biomaterial Platform for Textiles & Personal Care
Evolved by Nature has developed Activated Silk technology — a green chemistry platform using natural silk proteins as sustainable, high-performance ingredients for textiles, personal care, and medical applications; raised over $120M;
About
Evolved by Nature is a Medford, Massachusetts-based biotechnology company founded in 2013 by Gregory Altman and Benedetto Marelli. The company has developed Activated Silk — a liquid silk protein platform that processes natural silk into a water-soluble biopolymer that can be applied as a functional coating or ingredient across multiple industries. Activated Silk is derived from Bombyx mori silkworm cocoons through an aqueous (water-based) process that preserves the protein's native properties without toxic chemicals, yielding a material that is biodegradable, biocompatible, and shelf-stable.
Numerion Labs (fka Atomwise) deploys AtomNet deep learning for ultra-fast virtual drug screening; partnered with Sanofi for up to $1.2B in milestones; rebranded Oct 2025 with new APEX platform for hyper-scalable virtual library screening.
About
Numerion Labs, formerly known as Atomwise, is an AI-driven drug discovery company that uses deep learning to accelerate the identification of small molecule drug candidates. The company''s core technology, AtomNet, is a convolutional neural network trained on vast datasets of protein-ligand interactions to predict binding affinity and drug-likeness at scale. In October 2025, Atomwise rebranded as Numerion Labs, reflecting a sharpened strategic focus on ultra-fast virtual screening and the development of its APEX platform for hyper-scalable chemical library screening — a capability validated in partnership with NVIDIA.
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