In a rapidly changing research landscape, leaders at Takeda, Novartis, Sanofi, Daiichi Sankyo, and Medable share firsthand insights into how artificial intelligence is reshaping clinical trial operations.

This exclusive whitepaper explores how forward-thinking organizations are reimagining trial design, execution, and scaling to meet the demands of speed, precision, and patient-centricity across their entire portfolio.

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By Tim Smith, Co-Founder & CTO,Medable

In today’s rapidly evolving tech landscape, vibe coding is opening up exciting opportunities by blending human expertise with smart agents to give every engineer incredible leverage and productivity. This new approach invites us to embrace innovative tools that drive greater scale and impact. But it’s not enough to just pick up new practices—success demands a significant mental shift and a change in approach. Developers must move beyond their traditional roles as individual contributors and evolve into “agent managers.” This means blending deep technical expertise with the strategic oversight of a manager, actively coaching intelligent agents so that each interaction builds on the last and contributes to a cohesive, scalable solution.

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