The Build vs. Buy Question: Workforce, AI, and the New Rules of Commercialization

Guest: Indraneel Mukherjee, Partner – Guidehouse

Host: Jane Urban, Chief Data & Analytics Officer, Improzo

Date : July 22, 2026

Time :  ~35 min

About the Episode

Welcome to The Improzone!

In this two-part conversation, Jane Urban is joined by Indranil Mukherjee, Partner at Guidehouse, to explore one of the most important strategic questions facing life sciences organisations today: What should companies build themselves, what should they buy, and where do the right partnerships create the greatest value?

In Part 1, the discussion goes beyond the traditional build-versus-buy debate to examine how AI is reshaping commercial organisations, workforce strategies, and operating models. As technology evolves at an unprecedented pace, organisations are being challenged to rethink not only how they adopt AI, but also how they develop talent, define core capabilities, and balance strategic thinking with effective execution.

The conversation also marks the beginning of an exciting partnership between Improzo and Guidehouse, bringing together deep advisory expertise with AI-powered execution to help life sciences organisations move from strategy to measurable outcomes.

Whether you’re leading commercial transformation, AI initiatives, or preparing your organisation for the future of work, this episode offers practical perspectives on the decisions that will shape the next generation of life sciences.

Highlights from the Episode

  • Why the build vs. buy decision has evolved into a broader strategic conversation in the AI era
  • How life sciences organisations can determine which capabilities should remain in-house and which are better delivered through partnerships
  • The growing importance of AI talent, workforce readiness, and organisational transformation
  • Why successful AI adoption requires more than technology—it demands changes in operating models and decision-making
  • How the Improzo and Guidehouse partnership bridges the gap between strategic advisory and AI-powered execution
  • What commercial leaders should prioritise today to build organisations that are ready for tomorrow

Tune In for the Next Episode

In Part 2, the conversation shifts from organisational strategy to leadership and execution. Jane and Indranil explore how AI is transforming decision-making, commercial teams, and the future workforce, while discussing the practical steps organisations can take to build AI-ready cultures that can adapt, learn, and create lasting value.

About the Authors

Jane Urban

Chief Data & Analytics Officer

Indraneel Mukherjee

Partner – Guidehouse