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OpenAI-Backed Chai Discovery Raises $130M to Tackle “Undruggable” Targets with Generative AI

by Fred Pennic 12/15/2025 Leave a Comment

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What You Should Know: 

– Chai Discovery has secured a $130M Series B financing round, propelling its valuation to $1.3 billion just months after emerging from stealth. 

– Co-led by Oak HC/FT and General Catalyst, the funding validates Chai’s proprietary AI models, which can predict biochemical interactions and design drugs for targets previously considered “undruggable.” 

– With backing from industry heavyweights like OpenAI and Thrive Capital, Chai is positioning itself to transform drug development from a slow, empirical art into a rapid, engineered discipline.

Chai Discovery Secures $1.3B Valuation to Rewrite Drug Development

For decades, drug discovery has been defined by a brutal metric: it takes over ten years and upwards of a billion dollars to bring a single medicine from the lab bench to the bedside. It is a process historically governed by trial, error, and luck. Today, Chai Discovery signaled that the era of “empirical art” in biology may be ending, and the era of “programmable biology” has begun.

The company announced a $130M Series B financing round today, placing its valuation at a staggering $1.3B. The round was co-led by Oak HC/FT and General Catalyst, with significant participation from OpenAI, Thrive Capital, and Menlo Ventures.

This capital injection comes on the heels of a $70M Series A just months ago, underscoring the voracious appetite investors have for Generative AI platforms that can demonstrate tangible, scientific utility beyond simple chatbots.

Solving “Five-Year Problems” in Weeks

The core of Chai’s value proposition lies in its ability to compress time. The company’s latest AI models are designed to predict and reprogram interactions between biochemical molecules—the fundamental building blocks of life.

According to Josh Meier, co-founder and CEO of Chai Discovery, the pace of innovation is accelerating faster than even industry insiders anticipated.

“We’re in awe of the rate of progress on the models – what looked like five-year problems just months ago are now getting solved in weeks,” Meier said. “Our latest models can design molecules that have properties we’d want from actual drugs, and tackle challenging targets that have been out of reach.”

This capability was highlighted by the recent reveal of Chai 2, a zero-shot generative platform. The company claims this model achieves double-digit experimental success rates in de novo antibody design—a statistic representing a 100-fold improvement over previous computational methods.

Moving Beyond “Undruggable”

The pharmaceutical industry is littered with “undruggable” targets—biological pathways known to cause disease but which, due to their chemical structure, cannot be bound by traditional small molecules or biologics.

Chai’s platform focuses on “developability.” It’s not enough to design a molecule that works in a computer simulation; it must work in the human body. Chai’s models are optimizing for these real-world properties, converting a lengthy physical iteration cycle into a rapid computational process. This allows them to tackle those historically difficult targets and materially compress the timeline to first-in-human studies.

A Heavy-Hitting Board for a New Era

The financing also reshapes Chai’s governance. Annie Lamont, Co-Founder & Managing Partner at Oak HC/FT, and Hemant Taneja, CEO of General Catalyst, will join Chai’s board of directors.

“Nowhere is AI transformation more needed than in drug development – the process is slow, expensive, and imprecise,” said Lamont. “The Chai Discovery team is rewriting that story, fusing world-class AI and biological expertise to dramatically accelerate how medicines are discovered.”

With total funding now exceeding $225M, Chai plans to use the fresh capital to accelerate its research and product development. The goal is to build what the company describes as a “computer-aided design suite” for molecules—software that could eventually become the standard operating system for the biopharmaceutical industry.

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