CEO of Alteryx on Why AI Agents Need Real Business Logic

In this episode of Talking AI, Matt Paige speaks with Andy McMillan, CEO of Alteryx, to challenge the narrative that AI will make data analysts obsolete.

Andy argues that AI can make analysts indispensable by automating routine tasks, enhancing scalability, and providing specific business insights.

They discuss the evolving role of analysts, the importance of business logic, and how AI can aid in building useful tools.

The conversation touches on applying AI in various business processes, from budgeting to sales commissions, and how analysts can leverage AI to add value.

Andy also shares insights on Alteryx’s latest developments and future direction, emphasizing automation, data preparation, and AI tools designed to enhance productivity and accuracy.

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Key Moments:

1. 00:50 The Evolving Role of Data Analysts
2. 03:19 AI and Data Preparation: A New Era
3. 04:04 Real-World Examples: AI in Action
4. 07:00 The Analyst's Superpower: Business Context
5. 10:07 AI and the Semantic Layer
6. 12:44 Empowering Analysts with AI
7. 21:11 The Future of AI Agents
8. 23:46 Applying AI to Automation
9. 23:56 The Future of AI Agents
10. 24:55 Preparing for AI Integration
11. 25:37 Challenges with AI in Business
12. 27:45 AI in Finance and Data Accuracy
13. 30:06 Strategic Shifts with AI
14. 35:29 Build vs. Buy in the AI Era
15. 38:56 Alteryx's New AI Capabilities
16. 41:22 The Future Role of Analysts
17. 42:18 Overhyped and Underhyped AI

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Key Links:

1. Alteryx
2. Connect with Andy on LinkedIn

Mentioned in this episode:

Free report from HatchWorks AI — State of AI 2026

What’s real in AI this year, what’s hype, and what leaders should prioritize — including production lessons, designing for agents, and governance. https://hatchworks.com/state-of-ai-2026/