Von Hippel is onto something with the idea of need-solution pairs. This is how I understand the idea: Most management literature is focused on problem definition. (See: James G March for one of the best models of how problems drives search). Often, searches are sparked by a problem. But what if it isn’t always sparked by a problem? Von Hippel argues that search isn’t always motivated by formalized problems. Sometimes people are just discovering alternatives based on needs, and then, they compare a new alternative to the status quo. If the alternative is predicted to be better than the status quo, then the alternative will be substituted. If not, it’s rejected. This is a kind of a neat way to[…]

“I’m seeing things Believe me I’ve never seen before Little things Deceive me” Seeing Things, Theme Song, 1981 One common formula for a product vision comes from Steve Blank (2010, 2020). It goes like this: “For <customer segment> our product, <product name> is a <name the sector that customers say> that <benefit>. Unlike <competitors>, our product <discriminator>. Our product is <product name>.” And each bit of that formula can be systematically turned into a set of hypotheses that can be tested and refined until the vision is sufficiently true, or likely, to create a wonderful business if scaled. Blank himself repeats that entrepreneurs are rule breakers, so it’s really up to them which ones they want to break. Osterwalder and[…]

What if the rate of forgetting is interrelated with the rate of learning? What might that mean? The Knowledge Funnel The Knowledge Funnel is a model that describes how knowledge is made useful by an organization. At one side, you got mysteries. We live in an era where the number of mysteries vastly outnumbers the amount of knowledge. There is no shortage of mystery. Heuristics are rules of thumb that work most of the time, but not all of the time. There are lot of heuristics. They tend to form the core value driver for many organizations. There are comparatively fewer algorithms. Those organizations that have fit algorithms are often extraordinarily profitable and competitive. Some researchers focus on converting mysteries[…]

The Knowledge Funnel is a concept introduced by Roger Martin in Design of Business: Why Design Thinking is the Next Competitive Advantage (2009). The book is excellent and worth a read. There are mysteries at the top of the funnel. Mysteries are the unknown. They’re the known unknowns and the unknown unknowns. It’s knowledge that the organization doesn’t have. In the centre of the funnel, you have heuristics. These are rules of thumb. They aren’t quite always precise, and aren’t always quite reliable. Heuristics are just predictive enough to be useful. It’s knowledge that is known to the firm. At the bottom of the funnel you have algorithms. This is knowledge that is standardized and optimized enough to be run[…]