Data AnalysisConsumer Facing
Reviewed and published by trentmaziarz, March 20, 2026. Discovered and drafted by our automated research pipeline.
Prime Video is investing in AI systems to preserve picture quality for viewers on slow internet connections and to convert older standard-definition content into high-definition quality. As of June 2025, this was described as an active investment rather than a fully deployed feature.
Details
Announced at the Prime Engage Summit in June 2025 by Prime Video's Director of Product and Data, Tricia Lee, the initiative covers two areas: protecting visual detail when video is compressed heavily for low-bandwidth mobile connections, and remastering standard-definition catalog titles by using AI to upscale and enhance resolution. AI is also used to detect and flag subtitle and frame-rate discrepancies in the content pipeline. The remastering program was described as an "opportunity" — indicating it may still be in development or early deployment.
Products affected
Prime Video
Sources & Evidence
Cite this record
Trace Foundation. (2026). Prime Video: Prime Video is investing in AI systems to preserve picture quality for viewers on slow internet connections and to convert older standard-definition content into high-definition quality. As of June 2025, this was described as an active investment rather than a fully deployed feature (data as of 2026-03-20) [Data set record]. AI Trace. https://www.aitrace.org/r/practice/443e179d-8f69-4e78-bc23-25c3cf9da8da. Accessed October 13, 2026.
- Stable link
- https://www.aitrace.org/r/practice/443e179d-8f69-4e78-bc23-25c3cf9da8da
- Data as of
- March 20, 2026
- Last verified
- April 6, 2026
Other practices by Prime Video
OtherWhen viewers pause or tap the screen while watching on Prime Video, a feature called X-Ray displays information about the actors currently on screen, the music playing, and behind-the-scenes trivia — using a combination of AI and human curation backed by IMDb data.OtherDialogue Boost is a Prime Video feature that uses AI to identify specific moments in a film or show where dialogue is difficult to hear over background sound — and then selectively increases the clarity of speech at those moments only. It launched in April 2023 and is now available in seven languages.Customer SvcAlexa+, Amazon's redesigned AI assistant built on large language models, can understand conversational requests to find content on Prime Video — such as "show me movies about dogs and their owners" — and control playback with voice commands. It became free for Prime subscribers after exiting early access.
Have evidence about Prime Video's AI practices? Submit a report.
Report a Sighting →