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Finance and AI - Coggle Diagram

- - - - AI spots that freight costs for gel electrophoresis kits increased 18% in EMEA, not because of volume but due to a supplier change
  - - - Simulation engines: Datarails
        , Pigment
    - - AI dashboards revealed a 4% dip in ToRC IgM revenue, traced to reagent packaging delays in Singapore and lower instrument uptime.
        
        External signals—euro weakness, rising resin costs, and QIAGEN discounts—added margin pressure.
        
        By linking finance, operations, and market data, Bio-Rad’s CFO team gained real-time insight to act before quarter-end.