I reflected on the need to move AI in pharma from flashy demos to tangible, solution‑oriented projects that address real business problems, integrate into workflows, and deliver measurable outcomes.
Decision: Shift focus from impressive demos to solution‑oriented development.
Principle: Real value of AI lies in the problems we solve, the workflows we improve, and the outcomes we deliver.

