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    How Beckman Coulter Life Sciences Is Preparing Lab Data for AI

    The company is wiring its instruments into orchestrated workflows designed for repeatable research

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    How Beckman Coulter Life Sciences Is Preparing Lab Data for AI

    Beckman Coulter Life Sciences announced a strategic partnership with Automata to integrate Beckman’s liquid handling, genomic, and cell analysis instruments with Automata’s LINQ laboratory orchestration platform, the companies said on January 30. The integration is intended to support faster, more consistent, and more scalable experimentation in research laboratories, according to Beckman.

    The integration connects Beckman Coulter Life Sciences’ instruments to software-coordinated laboratory workflows rather than operating them as standalone systems. Under the partnership, Beckman instruments will be linked to a platform that schedules tasks, routes samples, and records execution data across multi-step experimental processes.

    The announcement comes amid growing adoption of laboratory automation as research organisations manage higher sample volumes and more complex protocols. Market research firms estimate the global lab automation market is valued in the multi-billion-dollar range and is expected to grow steadily over the rest of the decade, driven by genomics, cell biology, and drug discovery workloads.

    How Lab Automation is Moving Upstream

    Beckman Coulter Life Sciences supplies liquid handling systems, centrifuges, and analytical instruments used across academic, biotech, and pharmaceutical laboratories. These systems form part of core research infrastructure in genomics, cell analysis, and bioprocessing workflows.

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    About the author

    Mukundan Sivaraj

    Mukundan covers enterprise AI and the AI startup ecosystem for AIM Media House. Reach out to him at mukundan.sivaraj@aimmediahouse.com or Signal at mukundan.42.

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