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Technology

The Data Whisperer: Reelgood’s ML Algorithm for Flawless Content Matching

By David Markowitz | November 10, 2025
ML-based Semantic Analysis

For major streaming services and consumer tech platforms, achieving an accurate, real-time picture of global video content is the ultimate metadata challenge.  With hundreds of streaming services, millions of titles, and countless regional variations, accurately identifying and tracking every piece of video content is a massive technical challenge. Whether analyzing competitors’ catalogs and availability, managing…

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Why a Multi-Tiered Approach Solves the Biggest Problems with Entertainment Metadata

By David Markowitz | October 29, 2025
Using machine learning and metadata to match streaming content

Streaming content changes daily. Libraries move, new shows are released, licensing arrangements change. Ensuring that video content is accurately matched across platforms is essential for providing users with a seamless viewing experience.  For video streaming platforms, content providers and consumer tech companies, the quality and currency of entertainment (i.e., TV shows & episodes and movies)…

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