Deconstructing Data

Mastering Data and AI: Insights, Flow, and Execution with John Telford


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Balancing Speed and Trust in AI: Insights from John Telford on Deconstructing Data

In this episode of Deconstructing Data, we are joined by John Telford, Chief Client Officer at Bounteous, to explore the intersection of data, AI, and trust in today’s business world. With nearly 30 years of experience in digital marketing, John brings a wealth of knowledge and perspective on how businesses can leverage AI and data to transform customer experiences while maintaining transparency and accountability.

AI is often touted as a game-changer, reshaping how businesses operate and engage with their audiences. But as John highlights, with great power comes great responsibility. Companies must approach AI with care, ensuring that trust and transparency are not sacrificed in the rush to innovate.


We'll explore topics like:

1. Data’s Role: Preparing for AI Insights
2. Data and AI: Creating Digital Flow
3. Executing Data and AI: The 4 Pillars
4. Tech stack

“Move fast and break things” has long been a mantra for innovation. But John challenges this mindset when it comes to AI and data. He argues that while speed is essential for staying competitive, businesses must also prioritize trust and transparency. In the context of AI, moving fast without caution can lead to unintended consequences—bias in decision-making, loss of customer trust, and even ethical violations.

The Problem with “Move Fast and Break Things”


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Deconstructing DataBy BDEX