You Probably Don't Get Scale Economies From Data
Founders often claim scale economies through data, but Helmer says that is rare. The reason is not that data lacks scale economies, but that existing competitors usually have enough scale to be in shouting distance of each other, so cost-per-unit differences are small. As fixed-cost advantages are spread over more scale, the percentage cost advantage flattens.
- Data-driven scale economies are possible but rare.
- Competitors often already have enough scale that per-unit cost differences are small.
- The cost-advantage curve flattens as fixed costs are spread over more scale.
- Helmer's team 'laughs' whenever someone claims a flywheel; the material ones are rare.
“people often think that they get uh scale economies through data and I'd say that that's possible but it's rare”
“we sort of laugh whenever we say we hear somebody say they have a flywheel”