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Velocity6.3

Video infrastructure API for streaming and hosting

www.mux.com ↗

Mux made its AI video workflows programmable — Robots moves from a dashboard feature to a pipeline primitive.

video infrastructureai workflowsapi surfaceusage reportinganalytics deprecation
◆Current state
Mux is building along two lines. Mux Robots, the hosted AI workflow layer for Mux Video, left technical preview for a billed beta in June, picked up six workflows covering premium captions, caption editing, audio translation, thumbnail selection, engagement insights and scene detection, and is now drivable through an API rather than only the Dashboard. Mux Data continues on analytics and operations — usage exports with 13 months of daily CSVs, dashboard date localization with a UTC preference, and the deprecation of global metric values. Mux Video itself gained Shots, extracting preview images at detected shot boundaries.
◆Where it's heading
The AI layer is being treated as infrastructure rather than a feature: first a preview, then billing, then a workflow catalog, and now programmatic control. Each step moves Robots closer to being something customers wire into their own ingest path instead of clicking through. The Data side is moving in the opposite, consolidating direction — trimming metric surface area and adding the export and timezone plumbing that larger accounts need for their own reporting.
◆Prediction
With directives now scriptable, the next step is more Robots workflows in the same catalog pattern, and operational controls around them — the usage-export and per-environment work suggests billing visibility for AI workflow spend follows.

◆Recent moves

  1. 14d ago

    Mux Robots Directives API now available

    ⚡ SPARK

    Robots Directives become creatable, runnable and manageable through the API, not just the Dashboard. It completes the arc from preview to billed beta to programmable layer, and it is the release that lets the AI workflows run inside a customer's own pipeline.

  2. 1mo ago

    New Mux Robots workflows: better captions, audio dubbing, and deeper insights

    Six workflows land at once — premium caption generation, caption editing, audio translation, best-thumbnail selection, engagement insights and scene detection. Catalog breadth for the Robots layer rather than a change in what the layer is.

  3. 1mo ago

    Export Usage data as CSVs with Usage Exports

    Daily usage CSVs with environment and creator-level breakdowns, going back 13 months. Operational plumbing for accounts that reconcile Mux spend in their own systems, of a piece with the billing work around Robots.

  4. 1mo ago

    Mux Video now supports Shots

    Shots extracts preview images at detected shot boundaries in any asset. A useful primitive on the Video side that overlaps with what the Robots thumbnail and scene workflows do from the AI direction.

  5. 1mo ago

    Deprecating global metric values

    Global values for Mux Data metrics are being removed from the dashboard and API documentation, with the global_value field surviving only on the Get Overall Values endpoint. A deliberate narrowing of the Data surface that will require changes from anyone reading the old field.

  6. 1mo ago

    Dashboard date localization and a UTC display preference for Mux Data

    Dashboard timestamps now follow the browser's language, and Data pages get a UTC display toggle. Minor, but it removes a standing source of confusion for teams reconciling metrics across regions.