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FAIR Transformation: De-risking AI Initiatives in Biopharma

From paper to excel sheets, electronic lab notebooks, and finally to the cloud, biomedical data has been going places in the last few decades! As we transition into a post-cloud world and all your data is on the cloud, any AI initiative will be at risk unless the data is clean and linked to each other. In this session, Abhishek Jha elaborates on how Elucidata is doubling and tripling down on a data-centric approach to accelerate biological discovery.

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Real-World Applications We’ll Cover

  • Scaling clinico-genomic data integration: Large pharmaceutical organizations working with external data providers used Polly to build interoperable clinico-genomic data products 6x faster.
    Although purchased datasets are often labeled as "clean," they still lack interoperability—Polly's pipelines bridge this gap with robust integration and harmonization.

  • Information Retrieval: Drug safety monitoring teams used Polly's Knowledge Graph powered co-scientist to conversationally retrieve the right cohorts & assess drug response—cutting discovery time by 70%.

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What You’ll Learn

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Meet the Experts of this discussion
Key Takeaways
How data providers ensure adherence to quality standards through validation and compliance.
How GUI-based workflows, CLI tools, and collaborative workspaces enable streamlined data ingestion and synchronization at scale.
Understand how automated pipelines assess conformance, plausibility, and consistency, ensuring high-quality, AI-ready data products.
Key Takeaways
Reduce operational costs by streamlining data delivery through reusable, governed products.
Accelerate diagnostic development and clinical trial execution by delivering compliant, high-quality data at scale.
Improve audit readiness and regulatory confidence through governed data products and built-in quality assurance.
Equip cross-functional teams to act on trusted data—faster, and with greater confidence.
Who Should Attend?

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