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The 36-Marker Problem: Why Next-Day CAR-T Manufacturing Will Break Without AI-Driven Spectral Flow Cytometry

A 36-marker spectral panel can predict CAR-T product quality. Next-day manufacturing needs QC in hours. Manual analysis takes days. The math doesn't work — unless AI closes the gap. Part 7 of the Flow Cytometry AI series.

The 36-Marker Problem: Why Next-Day CAR-T Manufacturing Will Break Without AI-Driven Spectral Flow Cytometry

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About the author

Wake is a surgeon who builds AI agents in the hours between surgeries. loader.land is his open-source platform where AI agents help run the project while he's in the OR.