product-development

The graveyard of AI demos is enormous. Impressive benchmarks, slick interfaces, and… nobody uses them after the first week. I've shipped AI features at scale and consulted on dozens of AI product bets. The pattern is consistent: teams optimize for capability, not for behavior change . The Wrong Question Most teams ask: "What can our model do?" The right question is: "What behavior do we want to c…

Quality professionals in the life sciences industry are dedicated to achieving the highest standards of quality, safety, and efficacy in all products, while also improving manufacturability. Medicines must meet the intended use. To accomplish this, they employ an effective and systematic approach known as Quality By Design (QbD) methodology that facilitates: - Product development - Process unders…