Systems | Development | Analytics | API | Testing

Don’t let the "AI iceberg" sink your IP Most leaders only focus on the flashy models at the surface, but the real value—and the risk—is what’s underneath. Tony Seale and Jessica Talisman reveal why turning AI back onto your own data infrastructure to build connected ontologies is the key to security. This semantic foundation is the core of Agentic Analytics, ensuring your insights are grounded in your specific business logic rather than generic LLM guesses.

Is your AI-driven "autonomous enterprise" a reality or a peak-of-inflated-expectations dream? Most organizations rush toward the end state of AI agents without doing the foundational work of defining how their data actually relates through a robust ontology. In this episode of The Data & AI Chief, we sit down with Tony Seale, Founder of The Knowledge Graph Guys, and Jessica Talisman, CEO and Founder of The Ontology Pipeline. We break down why the "lost art" of data modeling and the development of semantic layers are the secret weapons for scaling Agentic Analytics.

Learn why an organization’s ontology, a structured framework for how a business defines, connects, and makes sense of its data and knowledge, is the most valuable and most overlooked asset in any AI strategy. Jessica Talisman, CEO and Founder of The Ontology Pipeline, and Tony Seale, Founder of The Knowledge Graph Guys, break down what it actually takes to build trusted AI, covering everything from semantic layers and knowledge graphs to why provenance is non-negotiable.

Stop your AI projects from being abandoned due to a lack of data readiness. Cloudera AI provides the tools to secure, govern, and prepare your data for production, no matter where it lives.

Stop switching tools. Start getting work done. Snowflake Intelligence is a personal work agent that helps you analyze data, generate insights, and take action—all in one place. Ask questions, automate workflows, and connect to the tools you already use, all within Snowflake’s governed platform. Learn how teams are using Snowflake Intelligence to move faster, collaborate better, and work at the speed of AI.

See how Snowflake Intelligence transforms everyday work with a personal work agent built on your enterprise data. In this demo, a sales leader goes from insights to action in minutes—analyzing accounts, preparing meeting briefs, collaborating via Slack, and uncovering root causes with Deep Research—all in one seamless, governed experience.

Are you losing visibility into your data and AI platforms? This video discusses the security concerns surrounding "black box" cloud-only solutions and highlights how Cloudera offers a more secure, transparent alternative. Cloudera is hiring hundreds of engineers this year for its technology and product teams to help build the world's only hybrid data and AI platform. Chapters.

Are you spending too much time hunting down data assets across your cluster? Manually tracking every table and model shouldn't be a full-time job—it's time to let your metadata do the heavy lifting. In this walkthrough, we show you how to generate a comprehensive list of every table and model in your system to give you the clarity needed for optimization and cleanup. By leveraging CS tools to execute metadata commands and navigating the ts-metadata-objects folder, you can identify critical logical tables and capture object subtypes with precision.

Insights to actions to outcomes Qlik Sense’s interactive user experience allows us to dynamically interact with apps to find hidden patterns and obtain meaningful insights. Qlik Automate turns those insights into actions, directly from within Qlik. In Qlik Automate you can build simple workflows to directly integrate with your 3rd party business applications or databases. This leads to meaningful and measurable outcomes.