Consumer fintech has solved access. Anyone can open an account, connect their data, and see their balance. Understanding is where products still fall short.

Most users hesitate after onboarding. They see the dashboard, then drop off. Up to 60% abandon onboarding entirely, and Day-30 retention often sits in the single digits. The infrastructure works. The interpretation doesn't.

This session explores why activation and trust remain among the most underestimated problems in fintech, why generic AI recommendations fall short in financial environments, and how behavioral intelligence is emerging as the interpretation layer between raw transaction data and the products users actually rely on.

Drawing on the development of Neumetria, the talk covers how context-aware systems read cadence, drift, pay cycles, and behavioral posture in real time, and what that means for activation, retention, and the products being built across spending, investment, and crypto.