Designing end-to-end commercial systems that connect data, tooling, and execution into a single revenue engine.
Building detection models around existential data points — the operational signals that predict buying urgency.
Research-led analysis of Dutch B2B verticals: manufacturing, IT/AI consultancy, and the Benelux commercial landscape.
CRM architecture, outreach automation, pipeline design, and the operational infrastructure underneath sales teams.