Data & AI Culture Podcast

Data Products & Data Contracts in the AI Age: Ownership, Standards, Semantics – with Simon Harrer, Entropy Data

Simon Harrer joins Carsten Bange to discuss how data products, contracts and shared semantics support AI agents, clarify ownership and reduce vendor lock-in.⁠ ⁠

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“The better you describe your data products, the better the answers from AI agents will be.”

Data contracts are machine-readable, verifiable interfaces between teams. In this episode, Carsten Bange and Simon Harrer explain why ownership and verifiable guarantees address a key weakness of traditional data catalog approaches. They discuss data products, marketplaces, agentic AI, and standards such as ODCS, ODPS, and Apache approaches to semantics.

 

Simon on LinkedIn.

Carsten Bange on LinkedIn.
BARC on LinkedIn.
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