Moving Beyond the AI Demo: Real-World Enterprise Deployment
An AI demo can dazzle in just five minutes, showcasing the remarkable capabilities of cutting-edge technology. However, the true challenge emerges when customers begin integrating these AI products into their everyday workflows. Unexpected use cases arise, reliability becomes non-negotiable, and the question looms: does this AI solution address a significant enough problem to become indispensable, or will it fade away as just another abandoned experiment?
At TechCrunch Disrupt 2026, industry leaders from Anthropic, Gamma, and Clay will convene on the AI Stage for “What Anthropic Sees When Enterprises Actually Deploy Claude.” This session promises a unique dialogue between enterprise AI deployment patterns observed by Anthropic and the firsthand experiences of founders who build AI products that customers truly use.
Secure your pass to Disrupt and save 50% on a second pass. This is an opportunity to hear from AI leaders and founders about the lessons learned when their products meet the demands of real customers. Such insightful sessions are best experienced alongside colleagues, partners, or peers.
What Happens After the AI Launch?
Most discussions around enterprise AI revolve around potential applications and possibilities. Yet, Anthropic’s Head of Applied AI, Cat de Jong, shifts the focus to a more critical stage: post-deployment.
De Jong collaborates closely with enterprises embedding Claude, Anthropic’s AI assistant, into essential workflows. At Disrupt, she will delve into the dynamics of successful deployments, the obstacles causing delays, and the factors distinguishing organizations that extract tangible value from those stuck in pilot phases even after 18 months.
For companies selling AI solutions to enterprises, recognizing these patterns is invaluable. De Jong’s expertise provides a rare, direct perspective on how AI transitions from experimental pilots to integral components of business operations—and why some organizations make that leap while others do not.
If you’re eager to understand what separates fleeting AI pilots from robust, production-ready deployments, register for Disrupt and get a second pass for 50% off.
How Do You Get People to Use What You’ve Built?
Anthropic’s broad view of enterprise AI deployments is complemented by insights from builders inside AI companies themselves. Gamma Co-Founder and CEO, Grant Lee, offers an insider perspective on driving adoption of AI products.
Gamma began as an AI-powered alternative to traditional presentation software but has since evolved into a comprehensive visual communication platform. In March 2026, TechCrunch reported that Gamma was approaching 100 million users as it expanded its AI capabilities to include marketing assets and diverse visual content creation tools (source: TechCrunch).
Lee’s experience sheds light on the critical questions: What makes an AI product sticky enough for customers to return repeatedly? How do user behaviors evolve when they begin leveraging AI in unanticipated ways? And crucially, how can AI’s power be harnessed to solve real, existing problems?
Building a great AI product is only half the battle; encouraging users to embed it into their daily workflows is the other. Secure your pass to Disrupt to hear firsthand what Gamma has learned about adoption and product-market fit in AI.
What Happens When AI Becomes Part of the Workflow?
Clay Co-Founder and CEO, Kareem Amin, brings a unique angle on AI’s role in customer acquisition and engagement. Clay specializes in providing infrastructure that integrates data, automates agentic workflows, and executes go-to-market (GTM) strategies.
In January 2026, TechCrunch highlighted Clay as one of the inaugural apps integrated with Anthropic’s Claude when Anthropic introduced interactive workplace tools within the Claude interface. This positions Amin at the forefront of practical AI application in enterprise environments.
Amin’s perspective is critical to understanding where AI delivers genuine value, how it merges with existing workflows, and what unfolds when customers start relying on it for everyday operations.
Together, de Jong, Lee, and Amin offer a comprehensive view of AI’s pathway from concept to indispensable tool. Anthropic’s broad patterns across enterprises meet Gamma and Clay’s real-world, founder-driven insights to create a nuanced understanding of AI adoption.
To explore AI adoption from multiple angles, discover your Disrupt ticket options and save 50% on a second pass to hear these essential conversations live on the AI Stage.
Hear What It Takes for an AI Product to Go Beyond the Demo at Disrupt 2026
While impressive demos demonstrate AI’s potential, the ultimate test lies in whether customers come to depend on these solutions. At Disrupt, Anthropic will share its broad perspective on enterprise deployments, while Gamma and Clay will offer the founder’s view of building AI products that resonate with users.
Join this pivotal conversation at Disrupt, October 13–15 at San Francisco’s Moscone West. The event brings together over 10,000 founders, investors, operators, and tech leaders for more than 200 sessions across six industry stages, roundtables, and breakouts featuring 250+ speakers, plus 300+ exhibiting startups, matchmaking, and rich networking opportunities.
Register for your pass and get a second pass for 50% off. Gain valuable insights from Anthropic, Gamma, and Clay on transforming AI capabilities into practical, widely adopted products.
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