© 2026 ContentWise. All rights reserved.
Resources
Generative AI Recommendations: The Illusion of Progress
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 Not the Brain
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 Show Up at Once
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.
Thumbnail Generation
Discover how ContentWise uses AI to automate video thumbnail image generation, creating personalized visual entry points for every viewer.
How Telefonica closed the loop to drive business impact
Learn how one of the world’s largest telcos integrated the ContentWise UX Engine to close the loop between user behavior and business outcomes.
Metadata Lab Brief
This solution brief explores the ContentWise Metadata Lab, demonstrating how automated metadata enrichment transforms raw sports feeds into interactive, searchable, and highly personalized fan experiences.
Economics & ROI of personalized video UX
This whitepaper analyzes the economics and ROI of personalized video UX, providing a framework for OTT operators to measure the lift in Customer Lifetime Value (CLV) and the reduction in churn associated with AI-driven content discovery.