Andy Beach is joined by Deepali Narsiker, Rebecca Avery, and Shuchi Mathur from the Women in Streaming Media community to discuss why metadata has become the foundation of modern media operations. Together, they explore how AI is exposing long-standing workflow, data, and organizational challenges, and why companies that fix their foundations will be the ones that realize AI's full potential.
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Episode 010 - Metadata Debt - What AI Reveals About the Hidden Costs Inside Streaming Organizations
Why AI succeeds or fails long before the model is deployed.
Jul 06, 2026
The Future Frames Podcast with Andy Beach
Future Frames explores how artificial intelligence is reshaping media infrastructure. Conversations with founders, technologists, standards leaders, and operators building the next generation of production, distribution, and trust systems.
Future Frames explores how artificial intelligence is reshaping media infrastructure. Conversations with founders, technologists, standards leaders, and operators building the next generation of production, distribution, and trust systems.Listen on
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