Ginkgo Datapoints, Tangible Scientific, and Inductive Bio Partner to Deploy AI-driven Lab-in-the-loop Workflows Across the Biopharma Industry
The new collaboration connects three core capabilities: (1) Ginkgo Datapoints' rapid ADME profiling, (2) Inductive Bio's model–driven chemistry design platform, and (3) Tangible Scientific's API-enabled compound management platform. Together, these capabilities aim to move from in-silico compound designs to validated experimental results in one digitally-enabled workstream, with fewer synthesis cycles, faster turnarounds, and lower overall drug discovery costs.
Drug discovery has evolved far beyond the days when scientists would design, synthesize, and test compounds within a single facility. Today, the process is often a global logistics challenge — moving compounds across vendors and continents, introducing delays, and creating coordination bottlenecks. That fragmentation makes it harder to take advantage of AI-driven design and lab-in-the-loop workflows, where results are returned quickly integrated into models that inform the next design cycle.
"The image of scientists sketching molecules on a whiteboard and then walking down the hall to synthesize and test them is long outdated," said
Lab-in-the-Loop Efficiency
Building on its announcement earlier this year of cost-competitive, fast-turnaround ADME services, Ginkgo is taking the next step in delivering innovative solutions in small molecule drug discovery through these partnerships. Ginkgo Datapoints' ADME profiling service delivers high-quality readouts — including microsomal stability, kinetic solubility, P450 inhibition, and permeability — with optional in vitro toxicity readouts on both lead candidates and library-scale compound sets. Ginkgo's services benefit from accelerated US-based logistics local to
Tangible Scientific, also strategically located near
Inductive Bio's Compass platform allows chemists to explore and rank design ideas using fine-tuned ADMET prediction models trained on a broad consortium dataset. Designs can then be sent to Tangible and Ginkgo for experimental validation which are then fed back into the models, creating a lab-in-the-loop cycle that combines predictive accuracy with real-world results.
By aligning design, experiment, and data delivery into a single connected process, the partnership aims to reduce the time and uncertainty in early-stage drug development. It also supports the
Availability
The services are available now and are tailored for pharmaceutical and biotech teams looking to improve ADMET optimization and reduce iteration times on programs and across portfolios.
About
About Tangible Scientific
Tangible Scientific's facility in
About Inductive Bio
Inductive Bio has developed a collaborative AI platform that dramatically accelerates compound optimization, a critical and time-consuming step in developing new therapeutics. By building a pre-competitive data consortium and state-of-the-art ML models designed to map the drivers of small molecule Absorption, Distribution, Metabolism, Excretion and Toxicity (ADMET), Inductive's platform allows scientists to optimize initial compounds into leads and development candidates faster and with a better balance of ADMET properties.
Forward-Looking Statements of
This press release contains certain forward-looking statements within the meaning of the federal securities laws, including statements regarding the capabilities and potential success of the partnership and Ginkgo's cell programming platform. These forward-looking statements generally are identified by the words "believe," "can," "project," "potential," "expect," "anticipate," "estimate," "intend," "strategy," "future," "opportunity," "plan," "may," "should," "will," "would," "will be," "will continue," "will likely result," and similar expressions. Forward-looking statements are predictions, projections and other statements about future events that are based on current expectations and assumptions and, as a result, are subject to risks and uncertainties. Many factors could cause actual future events to differ materially from the forward-looking statements in this press release, including but not limited to: (i) our ability to realize near-term and long-term cost savings associated with our site consolidation plans, including the ability to terminate leases or find sub-lease tenants for unused facilities, (ii) volatility in the price of Ginkgo's securities due to a variety of factors, including changes in the competitive and highly regulated industries in which Ginkgo operates and plans to operate, variations in performance across competitors, and changes in laws and regulations affecting Ginkgo's business, (iii) the ability to implement business plans, forecasts, and other expectations, and to identify and realize additional business opportunities, including with respect to our solutions and tools offerings, (iv) the risk of downturns in demand for products using synthetic biology, (v) the uncertainty regarding the demand for passive monitoring programs and biosecurity services, (vi) changes to the biosecurity industry, including due to advancements in technology, emerging competition and evolution in industry demands, standards and regulations, (vii) the outcome of any pending or potential legal proceedings against Ginkgo, (viii) our ability to realize the expected benefits from and the success of our Foundry platform programs and Codebase assets, (ix) our ability to successfully develop engineered cells, bioprocesses, data packages or other deliverables, (x) the product development, production or manufacturing success of our customers, (xi) our exposure to the volatility and liquidity risks inherent in holding equity interests in other operating companies and other non-cash consideration we may receive for our services, (xii) the potential negative impact on our business of our restructuring or the failure to realize the anticipated savings associated therewith and (xiii) the uncertainty regarding government budgetary priorities and funding allocated to government agencies. The foregoing list of factors is not exhaustive. You should carefully consider the foregoing factors and the other risks and uncertainties described in the "Risk Factors" section of Ginkgo's annual report on Form 10-K filed with the
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