Elias

Building the Impossible: Technical Frontiers in GenAI for Enterprises | RAISE Summit 2024 | Paris

Solène, Baptiste Pannier, Elias, Mathieu Valland, David Begassarian, Romain Guyett

Founders from Adaptive, PhotoRoom, Google Cloud, and Crisp discussed the strategic divergence between building in-house infrastructure for core competitive advantages and leveraging external APIs for validation or non-critical functions. The panel highlighted that while data moats and proprietary RLHF techniques offer defensibility in niche verticals, startups face significant hurdles regarding high GPU costs, senior talent acquisition, and navigating the uncertainty of the EU AI Act. Ultimately, the consensus emphasized that sustainable AI growth requires balancing rapid product iteration with long-term architectural control to avoid market bubbles and regulatory pitfalls.