Inductive Bio accelerates compound optimization with state-of-the-art ADMET AI models and generative chemistry. inductive.bio

Joined December 2023
8 Photos and videos
We’re excited to share that Inductive Bio has joined the OASIS Consortium, a collaborative effort focused on predicting liver toxicity from advanced in vitro assays within the Health and Environmental Sciences Institute (HESI). As part of OASIS, we’ll be helping assess how different pharmacokinetic (PK) approaches define drug exposure for DILI prediction, including exposure estimates powered by Inductive’s Beacon-1 ADME models. This work builds on the foundation of our ARPA-H CATALYST award, where we’re developing next-generation in vitro and AI methods for liver and cardiac safety prediction along with our collaborators Amgen Cincinnati Children's Baylor College of Medicine and Torch Bio. A key challenge in toxicology modeling is that clinical risk depends on both mechanistic hazards and exposure. We believe exposure-aware toxicity models are essential for generating predictions that are both accurate and clinically meaningful, and we’re excited to contribute to the consortium’s efforts in this area.
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Thrilled to launch our new ADME-One service at @Ginkgo with our partners @inductive_bio and Tangible Scientific! Amazing price point at $199 -- this is what AI autonomous labs will enable in biopharma CRO services. ADME-One delivers a high-throughput Tier 1 ADME (absorption, distribution, metabolism, and excretion) panel paired with best-in-class AI-powered human pharmacokinetic (PK) projection and fully integrated compound management. * Ginkgo Datapoints: Data Generation. All five Tier 1 assays (microsomal stability, cell permeability, kinetic solubility, CYP inhibition, and plasma protein binding) are executed end-to-end in Ginkgo's automated laboratory in Boston. Validated, standardized workflows produce AI-ready data without the variability of manual handling. * Inductive Bio: AI-Driven Contextualization. Inductive Bio's Compass platform turns the experimental panel into actionable human PK projections, integrating disparate individual ADME datapoints into a single multiparameter optimization endpoint that guides compound prioritization. The company's ADMET models are independently validated as best-in-class, having recently won both the 2025 ASAP and 2026 ExpansionRx OpenADMET blind prediction challenges, two of the most rigorous public benchmarks in the field. * Tangible Scientific: Compound Management. Customers submit compounds and receive results. Tangible handles compound intake, plating, real-time tracking, and management for every ADME-One order, eliminating the logistics overhead that typically accompanies outsourced ADME work. Read more here and try it out! prnewswire.com/news-releases…
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We are excited to announce we have won first place in the OpenADMET-ExpansionRx blind challenge - our second consecutive first-place finish in a major ADMET benchmark. This challenge had 370 teams competing to predict 9 ADMET properties on over 2,250 unseen compounds from a real drug discovery campaign, rather than retrospective datasets. Beacon’s performance reflects how our virtual chemistry labs are used in practice: helping teams make earlier, higher-confidence decisions around safety, dose, and developability. Thanks to OpenADMET and Expansion Therapeutics for running a rigorous community benchmark, the Inductive team for all the work behind the results, and all our pre-competitive ADMET consortium members who made this possible.
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We’re excited to lead a $21M ARPA-H initiative with @Amgen and leading academics to build AI models for drug toxicity - improving drug safety and reducing reliance on animal testing. We’re generating human organoid, microphysiological system (MPS), and ex vivo tissue data to build digital liver & heart models to better predict DILI and cardiotoxicity. inductive.bio/news/inductive…
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Can AI fix one of drug discovery’s biggest bottlenecks? At Inductive Bio, we think so, by making ADMET optimization faster and smarter. In this new @DrugTargetRev feature, our CEO Josh Haimson shares how: drugtargetreview.com/article…
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We’re thrilled to announce that our latest generation of Beacon-1 ADMET models secured first place in the recent @Polaris_HQ blinded prediction challenge focused on ADMET properties in a real ASAP discovery antiviral program. Read about our lessons learned: inductive.bio/blog/lessons-f…
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Big news: Inductive has raised a $25M Series A to democratize AI that transforms small molecule drug discovery. Our Compass platform, powered by our pre-competitive data consortium, predicts ADMET properties before synthesis - helping find higher quality drugs for patients, faster. • Backed by @obviousvc, @a16zBioHealth, @Lux_Capital, @S32_VC & more • 1st place in Polaris ADMET challenge • Supporting dozens of active drug programs already We’re just getting started. 👉 inductive.bio/news/inductive… #DrugDiscovery #AI #Biotech #Pharma #InductiveBio
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The rapid rise of AI in drug discovery brings both new opportunities and new challenges to navigate. We’ll be exploring these topics at two sessions at @ACS Spring 2025 this year. Looking to see a demo of Inductive Bio’s latest at #ACS? inductive.bio/book-a-demo
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LLMs’ impact in generative chemistry has been limited to date. We show that a slight change in how you ask the question, simply by switching the input from SMILES to IUPAC, can reduce invalid molecules by >90%. Learn more: inductive.bio/blog/molecular… #GenerativeChemistry #AI #ML
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Join us at #ACSFall 2024! Our own Josh Haimson will be host "Sifting Reality from Hype - AI & ML in Drug Discovery" on Aug 20 with experts from Eli Lilly, Atavistik Bio, & Sanofi. Looking to meet with our team while at #ACS? inductive.bio/contact-us
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High value AI application: Predicting properties of new drug candidates. Congrats to the Nested Tx and Inductive Bio teams on this successful collaboration showing how new AI models can predict ADME properties and accelerate small molecule drug discovery.
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Our latest blog post on Alpha Fold 3 explores how AF3 small-molecule docking compares to existing techniques and shows that the story is more nuanced than headlines suggest. inductive.bio/blog/strong-ba…
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We are thrilled to be coming out of stealth! See our press release (prnewswire.com/news-releases…), along with some coverage from STAT in their Readout Newsletter (statnews.com/2023/12/13/biot…).

ALT Animation of the Inductive Bio compound design software suite

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We are collaborating with multiple therapeutics companies to validate and deploy our technology, including Denali Therapeutics (NASDAQ:DNLI), who have integrated our models into their small molecule drug design platform to support rapid, data-driven decision making.
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Our journey is just beginning! DM us if you’d like to be involved either as a partner or as a member of our team.
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