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• Personalized dosing: With integration into clinical
platforms, AI tailors dosing to individual needs—
based on microbiome, weight, age, and immune
profile.

This is biologistics powered by bioinformatics—faster,
smarter, and more equitable.

AI as Clinical Infrastructure

If biologics no longer require infusion chairs, cold-chain
trucks, or sterile administration rooms, then what
infrastructure remains?

The answer: digital infrastructure.

AI replaces:

• Warehouses → with predictive modeling.
• Specialty pharmacists → with automated
compounding instructions.
• On-site clinicians → with real-time patient
feedback loops and adaptive regimens.

This is clinical infrastructure without concrete—where
the care model is software-defined, biologically distributed,
and data-integrated.

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