[Listen to "The True ROI of AI: From the Cost of Intelligence to the value of Business Outcomes" on Spreaker.](https://www.spreaker.com/episode/the-true-roi-of-ai-from-the-cost-of-intelligence-to-the-value-of-business-outcomes--74703587)

Welcome to another episode of **AI Data Bites (Powered by Denodo).** As enterprise AI rapidly matures, leaders face a crucial turning point: reducing the cost of running AI is not the same as proving its true return on investment.

In Part 1 of this series [***Lower Cost, Higher Trust: The New Economics of Agentic AI***](https://www.denodo.com/en/document/podcast/lower-cost-higher-trust-new-economics-agentic-ai), host Neha Gurudatt and Dominic Sartorio, VP of Product Marketing at Denodo, unpacked the token economics challenge of agentic AI. They explored how multi-step workflows introduce exponential "token taxes" and how an Active Context Layer optimizes prompt context upstream to slash computing overhead while improving data trust.

In Part 2 of our series on the economics of AI, host *Neha Gurudatt* is joined by *Errol Rodericks, Director of Product Marketing at Denodo*, to explore how organizations can shift their focus from tracking AI activity to driving real business outcomes.

**Topics Covered in This Episode**

- **The ROI Equation:** Why token economics only tells half the story.
- **The "Focused AI" Framework:** A reverse-engineering model for enterprise AI strategy.
- **Active Context:** Moving from raw intelligence to actionable business understanding.
- **The 6 Levels of AI Economics:** A maturity model for measuring long-term value and strategic advantage.

**Why This Episode Matters**

The true destination of enterprise AI isn't achieving the lowest cost per token—it's achieving high-impact business outcomes without wasted intelligence. This episode provides enterprise leaders with a concrete roadmap to move beyond simple cost metrics, align AI initiatives directly with business goals, and capture genuine value across the enterprise.

🎧 Join us for this episode of **AI Data Bites (Powered by Denodo)** and learn how to unlock the true ROI of AI.

Visit the [**AI Data Bites podcast page**](https://www.denodo.com/en/podcasts) to catch future episodes throughout Season 5.



 

 

 

  

 ![The True ROI of AI: From the Cost of Intelligence to the value of Business Outcomes](/sites/default/files/asset-thumbnail-details-pages/AI-DataBites-Logo-02_6.png) [Download](/system/files/document-attachments/PT-The%20True%20ROI%20of%20AI%20From%20the%20Cost%20of%20Intelligence%20to%20the%20value%20of%20Business%20Outcomes-01-01-01-01.mp3) 

 

 

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