Gumloop, in collaboration with Cursor, Vercel, and Anthropic, hosted a series of live workshops focused on the integration of AI into business workflows, emphasizing that successful AI adoption requires a shift from traditional development workflows to AI-first organizational design. The workshops highlighted the importance of prototype-first development, community-driven adoption, and the need for going beyond basic AI prompting to achieve deeper integration into business processes. Cursor demonstrated how AI enables new organizational structures by empowering non-engineers to contribute directly to codebases, while Vercel showcased how AI-powered prototyping tools can accelerate product development. Gumloop emphasized starting with workflows rather than agents and using internal momentum and well-designed hackathons to drive AI adoption. Anthropic shared insights on the importance of tailored AI training and specific success metrics to ensure the longevity and success of AI pilot programs. Across all sessions, the rapid pace of change in AI-driven organizations was noted, with a focus on reimagining work processes to achieve organizational transformation and create real business value.