Why Develop Your Own AI/ML Tool? Most labs are already running some form of AI: embedded instrument software, cloud platforms, or third-party chat tools. Off-the-shelf tools are designed for general use. They weren't trained on your assay logic, your QC frameworks, or your regulatory context. And when those tools ingest your data, you lose visibility into where it goes, how it's used, and whether it stays protected. Building your own changes that equation. It means the AI supporting your scientific decisions is traceable, trustworthy, and tuned to your specific context. 5
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