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Bio LIMS INC Debuts at AACR 2025, Building the Intelligent Future of Life-Science Laboratories with Bio-AIAgent

From April 25 to 30, the world’s leading benchmark event in cancer research—the 2025 Annual Meeting of the American Association for Cancer Research (AACR)—was held at Chicago’s McCormick Place. Bio LIMS INC showcased its end-to-end digital laboratory solutions, unveiling a five-pillar product matrix and the LLM-driven Bio-AIAgent intelligence system to demonstrate how AI is infusing new vitality into life-science research.


Panoramic Showcase: The Smart Leap from Lab to Commercialization At the Bio LIMS booth, a fully integrated digital toolchain spanning the entire research lifecycle drew particular attention:


  • Bio-LIMS serves as the “intelligent hub” of precision-medicine labs—managing everything from sample intake and analytical testing to report generation in a seamless, paperless workflow.

  • Bio-Research acts as researchers’ “second brain,” automatically linking experimental data with literature to enable full project traceability and management.

  • Bio-CELL is the “digital guardian” for cell and gene therapies, ensuring end-to-end traceability from donor through to patient.

  • Bio-Bank functions as a digital steward for biorepositories, precisely tracking the status and location of every precious sample.

  • Bio-MES is the intelligent scheduling center for CRO/CDMO research and manufacturing, breaking down data silos between the lab and the production floor to accelerate the journey from discovery to commercialization.


Even more compelling, these five systems are seamlessly interconnected via the Bio-AIAgent. Powered by a large-language-model engine, Bio-AIAgent learns autonomously from lab scenarios and delivers closed-loop management—from optimizing experimental design through to production-quality control.



Founder’s Perspective: How LLMs Are Ushering in a New Research Paradigm Bio LIMS founder and CEO Mr. Yi Ni engaged in in-depth discussions with representatives from research institutions, pharmaceutical companies, and technology firms worldwide. Mr. Ni elaborated on the application of LLM technology in life-science laboratories, covering data parsing and structuring, decision support, knowledge consolidation, intelligent experiment-design reasoning, multimodal data integration, knowledge graphs, and compliance. He shared the company’s latest research findings and practical experiences. Mr. Ni explained that they are building Bio-AIAgent with the LLM as the “brain,” the Agent framework as the “central nervous system,” and the digital lab tools as the “hands and feet” (the execution system), with the goal of giving every life-science laboratory its own dedicated AIAgent partner.


 
 
 

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