What question did this study set out to answer?

The aim is to explore the importance of infrastructure readiness in biotech startups compared to prioritizing AI models.

April 23, 2026Open Access

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Infrastructure Before Intelligence: Why a Biotech Startup Chose Cloud Foundations Over AI Models

Key Points

The aim is to explore the importance of infrastructure readiness in biotech startups compared to prioritizing AI models.
Applied SMILE methodology inversely as an infrastructure readiness gate.
Traced ANT translation moments in biotech-hyperscaler engagement.
Proposed a 20-question Infrastructure Readiness Checklist.
Achieved a readiness score of 9.33 out of 10 on the proposed checklist.
Identified critical factors influencing infrastructure decisions in biotech.
Highlighted the importance of foundational support before implementing AI models.

Abstract

Design science contribution applying SMILE methodology inversely as an infrastructure readiness gate. Traces ANT translation moments in a biotech-hyperscaler engagement. Proposes a 20-question Infrastructure Readiness Checklist. Score: 9.33/10.

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Cite This Study

Nicolas Waern (Tue,) studied this question.

synapsesocial.com/papers/69e9baeb85696592c86ece60 https://doi.org/https://doi.org/10.5281/zenodo.19683099

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