Our 4-Layer AI Framework: Data, Reporting, Insights, Action - Matt Schwartz, Sage Hospitality Group

Sage Hospitality CTO Matt Schwartz shares the four-layer framework guiding the company's AI strategy: data, reporting, insights, and action. He explains why hotel data must be brought together and normalized before AI can produce useful analysis or support operational decisions.

The framework moves from a reliable data foundation toward a future in which AI agents can take action, with the ultimate goal of giving property teams more time with guests and their other associates.

Listen to the series with Matt:

• Episode 1: The Weekend Class That Changed My Career
• Episode 2: How We’re Leading AI Adoption With a Human-First Approach

Learn more:

• Read Ethan Mollick’s essay, The Bitter Lesson versus The Garbage Can
• See how Actabl approaches hotel data normalization
• Learn more about the Destination AI Forum in Washington, DC where Matt is speaking

More on hotel data and AI with Actabl:

• Why Actabl’s Approach to Hotel Data Earned a Patent and Prepares Hotels for AI
• How Hotel Companies Turn AI Into Competitive Advantage
• How Innovative Hotel Companies Are Building Better AI Through Forward-Deployed Engineering

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Music for this show is produced by Clay Bassford of Bespoke Sound: Music Identity Design for Hospitality Brands