The Innovator's Dilemma

Aaron Levie explains why the AI shift creates a rare opening for startups: agents can work with unstructured enterprise data and automate tasks software could not handle before. He argues that automation will often free employees to pursue valuable work that companies currently cannot afford to do, while small companies may grow by serving more customers and markets. New AI businesses can sell based on work volume or outcomes instead of employee seats, while recurring subscriptions and workflow software can support durable revenue. Levie advises founders to pursue markets where AI changes the economics, build strong teams, and look for new categories beyond incumbent products.

Michael Babineau explains how Second Measure turns messy credit card transaction data into an analytics product that lets investors and companies answer questions about consumer spending. He traces the idea to a data problem at a hedge fund and to tools he and co-founder Lillian built for analyzing behavior in online games. The talk covers the platform’s uses in company diligence, competitive analysis, and consumer research, along with the work of resolving merchant names and correcting sample bias. Babineau also discusses how customer research, custom projects, and editorial work guide product development, and why the team hires for strong statistical fundamentals and careful reasoning.