E681 | Emil Eifrem, Neo4j: Building the AI Infrastructure Layer: Neo4j’s $100M Bet

Welcome back to another episode of the EUVC Podcast. Today, Jeppe sits down with Emil Eifrem, founder & CEO of Neo4j, the world’s leading graph database and a core infrastructure layer for AI applications used by all 20 of the top US banks, 9 of 10 global pharma giants, and every major automotive OEM.Emil recently announced a $100M global startup program to back founders building the next generation of AI-native products on top of graph technology — from knowledge graphs to hallucination-free LLMs.We delve into why graph thinking matters now, how Neo4j came of age during the Panama Papers investigation, and why Europe is better positioned than people think to compete in the AI platform shift.Here’s what’s covered:02:00 — The Panama Papers “Coming Out Party”How journalists used Neo4j to uncover 7-layer-deep financial relationships invisible to traditional databases — and why it triggered a wave of global adoption.06:40 — Why Graphs Are the Missing Link for AIKnowledge, meaning, context, and relationships: why LLMs without structured knowledge graphs hallucinate.08:50 — The $100M Startup ProgramWhy Neo4j is returning to its roots to support AI-native founders — and why the packaging for startups had to change.12:00 — What Founders GetFree Aura credits, dedicated graph engineers, joint GTM, and access to the world’s largest graph developer community.14:30 — Early Traction: 300+ Startups in WeeksWhy early demand is far ahead of expectations — and the kinds of companies applying.16:10 — Community as a Strategic Moat500+ annual global events, deep developer love, and why skill availability is now a CIO-level buying criterion.19:00 — Building Deep Tech in EuropeWhy Neo4j kept engineering in Europe, how the ecosystem matured, and what today’s founders can learn.22:00 — Regulation & CompetitivenessWill Europe overregulate itself out of the AI race? Emil’s perspective on models vs infrastructure vs applications.23:40 — The Future of AI InfrastructureWhy every company must rethink its stack — and why the biggest threat is assuming your business will survive without change.