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Aphaia's scientific approach is so different from the mainstream that they couldn't rely on existing market understanding. Their co-founder actively toured conferences and participated in interviews to tell their story repeatedly. This educational campaign was crucial for building trust and getting stakeholders to "buy into" their completely new therapeutic concept.

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Turbine's pharma partners consistently praised the deep biological competence of its science team. This ability to engage as scientific peers, not just data scientists, built essential trust for early deals when the AI platform was still largely unvalidated.

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