Durham AI Drug Shop Snags Gates Cash To Tackle ‘Undruggables’

Ten63 Therapeutics, an artificial intelligence-driven drug discovery startup rooted in the Durham and Chapel Hill corridor, has pulled in fresh backing from the Bill & Melinda Gates Foundation as part of a new financing round that the company says pushes its total haul past $45 million. The new money is set to fuel Ten63’s BEYOND computational platform and bolster work on HPV and other historically “undruggable” disease targets.

Ten63 seals strategic financing round

Ten63 detailed the new round, which includes the Chugai Venture Fund alongside the Gates Foundation, in a press release on PR Newswire. The company said the raise lifts its total funding to more than $45 million and expands its roster of institutional investors.

CEO Marcel Frenkel cast the financing as another step toward what Ten63 dubs a “drug-discovery superintelligence,” describing BEYOND as a platform that can simulate trillions of potential molecules with accuracy the company says is close to what you would expect at the lab bench.

Gates grant zeroes in on HPV

The Gates Foundation’s committed-grants page lists an earlier award to Ten63 from September 2025, totaling $2,685,806, to develop low-cost small-molecule therapeutics for human papillomavirus. Those therapies are intended to be scalable in low and middle income countries. The grant fits neatly with the foundation’s established push to cut cervical cancer deaths through accessible diagnostics and treatments, and Ten63 says the latest financing will be aligned with that broader global-health agenda.

Local funding picture comes into focus

The Triangle Business Journal has reported that Ten63 had already raised more than $22 million before this latest deal, so the new disclosure marks a clear step up in the company’s capital base. According to PR Newswire, the fresh mix of strategic and philanthropic funding is meant to scale BEYOND and support expanded lab operations around the Triangle.

From campus roots to a growing pipeline

Spun out of Duke University and the Toyota Technological Institute at Chicago, Ten63 has been building hybrid physics-and-AI models to go after targets many pharmaceutical players have long written off. The company closed a $15.9 million Series A round in 2023 as it pushed forward a lead Myc inhibitor program…

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