May 19, 2026 · 7 min read
AI, AR and VR in Media Apps: What Is Worth Building
Applied AI in media apps works when it removes a decision the viewer did not want to make. AR and VR work when the content is genuinely spatial. Everything else is a demo.
Recommendations and ranking
The highest-return AI work in media is ranking: home-row ordering, next-episode selection and search relevance, all personalised per profile. Measure it with completion rate and session starts, not click-through.
Metadata enrichment
Automatic tagging, scene detection, transcription, translation and thumbnail selection turn a thin catalogue into a searchable one. This is quietly the best value AI in the category because it compounds across every surface.
Conversational and generative features
Knowledge-base assistants for support, conversational search across a catalogue, and generative promo assets for editorial teams all have clear payback. Generative content inside the viewing experience rarely does.
AR and VR
Immersive storytelling, venue previews for ticketing, and AR overlays for live sports are the cases that hold up commercially. Build them as focused companion experiences rather than replacements for the main app.
Planning a media or entertainment app?
Wve Labs designs, engineers and launches streaming, OTT and content platforms — and the websites around them. Engagements start at $25,000.
Talk to us