Ontologies are suddenly everywhere but they didn’t come out of nowhere.

In this episode, Juan and Tim chat with Professor Oscar Corcho, who has been doing ontology engineering since the early 2000s (check out his book Ontological Engineering from 2003), to demystify what ontologies actually are, where they came from, and why that history still matters today.

If you’re new to ontologies or feeling lost in the current hype, this episode gives you the grounding you didn’t know you needed to understand where the field has been and where it should be going next.

Ontologies are suddenly everywhere but they didn&rsquo;t come out of nowhere.
In this episode, Juan and Tim chat with Professor Oscar Corcho, who has been doing ontology engineering since the early 2000s (check out his book Ontological Engineering from 2003), to demystify what ontologies actually are, where they came from, and why that history still matters today.
If you&rsquo;re new to ontologies or feeling lost in the current hype, this episode gives you the grounding you didn&rsquo;t know you needed to understand where the field has been and where it should be going next.

Catalog and Cocktails is the honest, No-BS, non-sales-y podcast about data and analytics. This is your unfiltered chat about everything interesting in data and analytics. Join Juan Sequeda and Tim Gasper to explore emerging topics and hear from thought leaders, practitioners and executives across the data and analytics space.

Catalog and Cocktails is the honest, No-BS, non-sales-y podcast about data and analytics. This is your unfiltered chat about everything interesting in data and analytics. Join Juan Sequeda and Tim Gasper to explore emerging topics and hear from thought leaders, practitioners and executives across the data and analytics space.

Catalog & Cocktails: The Honest, No-BS Data Podcast

ServiceNow Podcast Program is a collection of podcast shows hosted by various ServiceNow experts and professionals covering different focus areas and a broad variety of topics. Come listen to our experts talk about what's going on at ServiceNow. Join the conversation!

Visit the Now Community forums

ServiceNow Podcast Program is a collection of podcast shows hosted by various ServiceNow experts and professionals covering different focus areas and a broad variety of topics. Come listen to our experts talk about what's going on at ServiceNow. Join the conversation!
<a href="https://community.servicenow.com/community">Visit the Now Community forums</a>

ServiceNow Podcasts

Ontologies Aren’t New with Oscar Corcho

Most organisations know they're not getting value from their data and AI investments, but few are willing to name the real culprit: the boardroom. In this episode, Kyle Winterbottom joins Juan and Tim to argue that the mandates handed to CDAOs are fundamentally broken because the people hiring them don't understand what good looks like. Boards continue to build capability without starting with the end in mind, creating a culture where data leaders are rewarded for building things rather than delivering outcomes. The result? An entire industry that has learned to play the wrong game. 

Most organisations know they're not getting value from their data and AI investments, but few are willing to name the real culprit: the boardroom. In this episode, Kyle Winterbottom joins Juan and Tim to argue that the mandates handed to CDAOs are fundamentally broken because the people hiring them don't understand what good looks like. Boards continue to build capability without starting with the end in mind, creating a culture where data leaders are rewarded for building things rather than delivering outcomes. The result? An entire industry that has learned to play the wrong game.&nbsp;

The Wrong Mandate: Why Boards Set Data & AI to Fail with Kyle Winterbottom

This is the takeaway episode with Kyle Winterbottom where he argues that the mandates handed to CDAOs from the board are fundamentally broken because the people hiring them don't understand what good looks like. The result? An entire industry that has learned to play the wrong game. 

This is the takeaway episode with Kyle Winterbottom where he argues that the mandates handed to CDAOs from the board are fundamentally broken because the people hiring them don't understand what good looks like. The result? An entire industry that has learned to play the wrong game.&nbsp;

TAKEAWAY - The Wrong Mandate: Why Boards Set Data & AI to Fail with Kyle Winterbottom

Stop treating AI governance like a compliance checkbox handed down from the boardroom. Kierra Dotson joins Juan and Tim to argue that the chasm between ambitious AI strategy and messy technical reality exists precisely because we've made governance someone else's problem. The fix? Empower engineers, data scientists, and product owners to own their role in shaping ethical, sustainable AI — not as a burden, but as the thing that makes the work actually matter.

Stop treating AI governance like a compliance checkbox handed down from the boardroom. Kierra Dotson joins Juan and Tim to argue that the chasm between ambitious AI strategy and messy technical reality exists precisely because we've made governance someone else's problem. The fix? Empower engineers, data scientists, and product owners to own their role in shaping ethical, sustainable AI &mdash; not as a burden, but as the thing that makes the work actually matter.

Ontologies Aren’t New with Oscar Corcho

Catalog & Cocktails: The Honest, No-BS Data Podcast

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Catalog & Cocktails: The Honest, No-BS Data Podcast

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