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Tempus AI and Daiichi Sankyo collaborate on AI-driven biomarker discovery for antibody drug conjugate

Tempus AI and Daiichi Sankyo have entered a strategic collaboration to apply artificial intelligence and real-world data analytics to the clinical development of an undisclosed antibody drug conjugate in oncology. Chicago-based Tempus will deploy its proprietary AI platform, including the PRISM2 foundation model, to support biomarker discovery and patient stratification for the ADC program. Tokyo-based Daiichi Sankyo, which maintains one of the industry's largest ADC portfolios, will contribute clinical trial and preclinical research data.

Financial terms of the collaboration were not disclosed.

Deal context

The collaboration centers on Tempus's multimodal data and AI capabilities rather than a transfer of drug rights. Tempus operates one of the largest libraries of clinical and molecular data in healthcare, integrating electronic health records, genomic sequencing, and pathology imaging into a unified analytics platform. The company, founded in 2015 and publicly traded on Nasdaq, provides AI-enabled precision medicine tools to both clinicians and pharmaceutical partners.

Under the agreement, the two companies will develop proof-of-concept AI models designed to optimize patient selection for the ADC. Tempus's PRISM2 model combines pathology images with clinical data to generate diagnostic and predictive outputs. These models will be deployed across Tempus's oncology database to produce response maps intended to support patient stratification and benchmarking of potential control arms for future clinical trials.

The specific ADC program was not identified. Daiichi Sankyo's ADC portfolio includes trastuzumab deruxtecan, marketed as Enhertu in partnership with AstraZeneca, and datopotamab deruxtecan, which targets TROP2. The company has additional ADC candidates in clinical development across multiple tumor types. The press release refers to "a novel ADC" without disclosing the biological target, development stage, or indication.

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The arrangement is structured as a data and analytics collaboration rather than a licensing or co-development deal. Daiichi Sankyo appears to retain full rights to the ADC program. Tempus is contributing its AI platform and real-world data as an enabling service, not acquiring any ownership or option rights to the underlying therapeutic asset.

For Daiichi Sankyo, the collaboration reflects a broader industry trend of applying AI-driven analytics to ADC clinical development in oncology, where patient selection and biomarker-guided trial design are increasingly viewed as levers to improve probability of technical success. ADCs as a class face complex pharmacology involving antibody targeting, linker stability, and payload potency, making precise patient stratification a priority in late-stage development.

For Tempus, the deal adds to a growing roster of pharmaceutical collaborations that leverage its data scale and AI modeling capabilities. The company positions itself as a clinical development optimization partner rather than a diagnostics or data vendor alone. Competitors in this space include Flatiron Health, owned by Roche, and Foundation Medicine, also a Roche subsidiary, both of which offer oncology-focused real-world data and genomic profiling services.

No clinical trial identifiers, regulatory designations, or published clinical data were disclosed in connection with the ADC program that is the subject of this collaboration.


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