At TechCrunch Disrupt 2026, leaders from Anthropic, Gamma, and Clay came together to discuss the realities of deploying AI in enterprise settings beyond initial demos. Anthropic’s Head of Applied AI, Cat de Jong, shared insights from working closely with companies integrating Anthropic’s Claude AI into critical workflows. She highlighted the challenges and factors that differentiate successful AI deployments from projects stalled in pilot phases, emphasizing the shift that occurs when AI moves from experimentation to essential operational tools.

Gamma co-founder and CEO Grant Lee contributed a founder’s perspective on building AI products that achieve widespread adoption. Gamma’s platform, which evolved from a presentation software alternative to a comprehensive visual communication tool, was approaching 100 million users by March 2026. Lee discussed the importance of making AI genuinely useful to customers and how usage often expands in unexpected ways once the product is in real-world use, underscoring the difficulty of turning AI capabilities into solutions that solve actual user problems.

Kareem Amin, CEO of Clay, brought insights on integrating AI within sales and marketing workflows to enhance customer outreach. Clay’s platform enables the automation of data workflows and go-to-market plays, and its early integration with Anthropic’s Claude highlighted practical benefits of AI adoption. Amin’s experience shed light on where AI proves valuable in existing workflows and what happens when businesses begin to rely on AI tools to operate efficiently.

Together, these voices portrayed a rounded picture of AI adoption in enterprises, combining Anthropic’s broad deployment patterns with Gamma and Clay’s founder experiences. Their discussion at Disrupt 2026 underscored the complex transition from impressive AI demos to dependable products embedded in workflows, offering valuable lessons for companies aiming to scale AI solutions and meet real customer needs.