Metadata drift. Buffer overflows. Configuration chaos.

Live broadcast infrastructure just got an AI upgrade. But not the hype kind.

In this episode, Ben Anchor sits down with Teju Mulagada (Alphacord Media Group) to explore how multi-agent AI is turning SMPTE ST 2110 workflows from reactive firefighting to orchestrated intelligence.

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📊 WHAT'S INSIDE:

🔧 The Architecture — Why three specialized AI agents outperform single monolithic systems• Metadata Tracking Agent (detects anomalies in real-time)• Buffer Management Agent (predicts spikes before they happen)• Configuration Agent (monitors device interactions at scale)

⚡ Real Deployment Timeline — Months, not years, from pilot to production (when you get governance right)

🛡️ Human-in-the-Loop Governance — Every critical decision validated, never automated away

🎓 The Knowledge Gap — Why SMPTE ST 2110 adoption is the bottleneck before adding AI

💡 Live Use Cases — Edge computing + IP workflows + cloud orchestration

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👤 ABOUT TEJU MULAGADA

Technical Program Manager | AI Strategist | Growth Leader @ Alphacord Media Group

10-year IT background → broadcast transformation specialist. Her research paper, "Leveraging Multi-Agent AI Systems for SMPTE ST 2110 Broadcast Automation," was presented at SMPTE 2025 in Pasadena and is being published in the SMPTE Motion Imaging Journal (May 2026 edition).

🔗 Connect with Teju: https://www.linkedin.com/in/tejaswi-mulagada/

📰 Watch her SMPTE 2025 presentation: https://www.youtube.com/watch?v=MuUKUWZZqK0&list=PLzxtgAAyZWThbz7RYpbnPdqdwqX1PyGR4

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💭 KEY TAKEAWAY:

"Broadcast isn't failing because AI technology doesn't work. Broadcast is failing because adoption, governance, and change management are hard. This conversation is about how to actually implement the future."

— Ben, Ancast Intelligence

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