20/08/2026
๐๐๐ฅ๐๐ง๐๐ข๐ง๐ ๐ข๐ง๐ง๐จ๐ฏ๐๐ญ๐ข๐จ๐ง ๐ฌ๐ฉ๐๐๐ ๐ฐ๐ข๐ญ๐ก ๐๐ญ๐ก๐ข๐๐๐ฅ ๐ซ๐๐ฌ๐ฉ๐จ๐ง๐ฌ๐ข๐๐ข๐ฅ๐ข๐ญ๐ฒ
In this highlight from my interview for the AI for Pharma Growth podcast, Dr. Andrรฉe Bates and I discussed the importance of bringing data experts early on the AI innovation journey.
These are the strategic questions, which drive the most impactful AI-related conversations across industries:
๐ What business problem are we actually trying to solve with AI?
๐ What measurable business or customer outcome are we aiming to achieve?
๐ Do we have the right data and organisational capabilities to support it?
๐ How will we ensure appropriate human oversight throughout the AI lifecycle?
๐ How are we going to drive culture change and data-driven decision-making?
Although these questions may sound simple, they often open up much deeper conversations around strategy, value, readiness and responsible adoption.