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In this episode of Deconstructing Data, hosts David Finkelstein and Jessie Lizak sit down with Dirk Rohweder, entrepreneur and marketing technology expert at Tivaro, to explore how identity resolution can turn anonymous behavioral signals into actionable customer intelligence. With more than 35 years of experience building data and marketing infrastructure, Dirk explains how identity graphs connect fragmented signals across devices, domains, and customer touchpoints to create a more complete picture of the people behind the data. He also breaks down the difference between public and private identity graphs and why maintaining an identity graph requires constant, real-time updates.

The conversation also explores why some of the most valuable customer intent signals happen before a person ever logs in or identifies themselves. Dirk shares practical examples of using anonymous signals for audience suppression, predictive models, abandoned-cart triggers, and real-time personalization. He explains how businesses can move beyond traditional lifecycle marketing and begin responding to customer intent earlier in the decision-making process, creating better experiences while improving marketing efficiency. The episode also looks at the evolving role of AI and LLMs in modern marketing technology infrastructure.

Main Topics Covered

  • How Identity Resolution Connects Fragmented Behavioral Signals

  • Public vs. Private Identity Graphs

  • Turning Anonymous Customer Intent Into Action

  • Using Behavioral Signals to Power Intent-Driven Marketing

  • Tech Stack

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