You Bought A VPU, Now Where Are The Brakes | Anatomy Of A Video Streaming Stack

The hardest part of streaming isn’t picking a codec or buying faster hardware. It’s making the whole system work together.In this episode of Voices of Video, Mark Donnigan from NETINT sits down with Joe Waltzer, CEO of Arcadian, to break down the real anatomy of a modern video streaming platform and why teams so often stall at the last mile between a working demo and a production-ready service.They walk through the core building blocks behind real-world workflows: CMS for metadata and app experience, DAM or MAM for managing assets, transcoding pipelines for device-ready outputs, and distribution systems spanning apps, APIs, and CDNs. Joe also highlights the often-overlooked avails and compliance layer, from licensing windows to geo blocking, and why mistakes here can turn into real business risk.The conversation then zooms out to what matters today: cost pressure, practical uses of AI, and the push to bring services built for North America and Europe to underserved global markets.They also dig into quality of experience. How studios define quality, why “good 720p” is real, and why viewers instantly feel issues like bad lip sync or subtitle timing even if they cannot explain them.If you are building video pipelines, streaming apps, or end-to-end media systems, this episode gives you a clear view of what actually has to connect for quality, scale, and profitability.Key topics:• The five core systems: CMS, DAM or MAM, transcoding, distribution, and avails • Why “drop-in solutions” rarely exist in streaming • How Arcadian helps teams finish the last 5% to production • Integration vs building new platforms • Real-world operations: QC, audio sync, subtitles, edge cases • Cost reduction and where AI actually fits today • Scaling to underserved markets through efficiency • Why distribution matters more than “content is king” • Cloud gaming and the shift of bottlenecks to encoding • Studio quality standards and what viewers actually noticeInterested in joining Voices of Video or sharing what you're building? Reach out here: https://netint.com/voices-of-video/Stay tuned for more in-depth insights on video technology, trends, and practical applications. Subscribe to Voices of Video: Inside the Tech for exclusive, hands-on knowledge from the experts. For more resources, visit Voices of Video.