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99 personalization use cases
99 personalization use cases for video streaming, mapped to the 7 subscriber lifecycle stages, with the KPI each one moves. Free download.
Generative AI Recommendations: The Illusion of Pro...
More than 90% of deep learning recommendation techniques fail in production. ContentWise benchmarked 50+ models to find out why and what actually works. Free white paper.
Building a Voice Agent for Media: Why the LLM Is N...
How to build a voice agent for media that works in production. Covers LLM selection, latency, grounding, and why the recommendation engine — not the LLM — is the brain.
How to Keep Personalization Alive When Millions Sh...
How ContentWise UX Engine 10's Instant Experience Mode uses precomputed micro-clusters to maintain personalization quality during instantaneous traffic spikes, with real data from a major European streaming platform serving 2.9 million users.
Why 90% of LLMs Fail in TV Personalization
CTO Paolo Cremonesi benchmarks LLMs in TV personalization against industrial standards to reveal the most cost-effective path to hybrid OTT scaling.
3 Reality Checks from OTT Question Time Live 2026
Discover 3 critical takeaways from OTTQT Live on overcoming discovery fatigue and why hybrid LLM architectures are the new industrial standard.
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