qoe
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Conviva
Conviva is a Silicon Valley analytics company that measures digital experiences from the consumer's point of view. Founded in 2006 by Carnegie Mellon and UC Berkeley computer scientists, it began by helping streaming brands cut buffering and improve video quality of experience (QoE), then expanded into a real-time Operational Data Platform (ODP) that processes trillions of client-side events daily. Its technology powers experience monitoring for many of the world's largest streaming services and, more recently, has extended into agentic AI performance and consumer-perspective analytics across apps, websites, and AI agents.
Witbe
Witbe is a French-American technology company that automates the testing and monitoring of video services the way real viewers actually experience them. Using its Witbox robots and software suite, Witbe runs continuous, non-intrusive tests on real devices - set-top boxes, smart TVs, phones, streaming sticks - across any network, measuring Quality of Experience (QoE) rather than backend Quality of Service. Founded in 2000 and listed on Euronext Growth, it serves more than 300 operators, broadcasters, and OTT providers in over 50 countries, and in 2025 launched Witbe Agentic AI to let teams script and run video tests using natural language.
Mux
Mux is the video API for developers. The San Francisco company gives engineers a simple set of endpoints for live streaming, on-demand video, encoding, playback, and quality-of-experience analytics, so they can ship video features without rebuilding the streaming stack from scratch.