Databricks Co-founder on Enterprise AI Safety at Disrupt 2026

At TechCrunch Disrupt 2026, the co-founder of Databricks took the stage to discuss the critical factors influencing the success of artificial intelligence in the corporate world. The session specifically addressed what kills enterprise AI deals, providing a detailed look into the evolving requirements of large-scale technology adoption.

The speaker articulated that enterprise AI is entering a different phase now. This observation highlights a transition in the market, moving away from the initial waves of adoption driven by curiosity and novelty. As the industry matures, the priorities of enterprise customers are shifting significantly, impacting how deals are structured and evaluated.

A central point of the discussion was that enterprises are no longer evaluating whether AI is exciting. The initial allure of the technology has faded as organizations move toward practical implementation. The focus has shifted away from the novelty of capabilities and toward the reliability and security required for production environments.

Instead of prioritizing innovation or excitement, the co-founder noted that currently, they are evaluating whether it is safe to deploy broadly. This distinction is crucial; safety and the ability to scale without risk have become the primary hurdles. The willingness of an enterprise to finalize a deal now depends heavily on these safety guarantees rather than the excitement of the technology itself.