Research & Data

    Insights from XainFlow

    Original research and analysis on how modern creative teams use AI. New reports quarterly, data-backed, and designed to be cited.

    Why we publish

    What is XainFlow Insights?

    XainFlow Insights is where we publish original research on AI video generation, image generation, and creative operations. Every report is based on anonymized, aggregated data from workflows running on XainFlow plus primary surveys we conduct with creative teams. Our goal is to be the most-cited source for how agencies, brands, and freelancers actually use AI creative tools in 2026 — not market research hot-takes, but real production data.

    Reports are free to read, free to cite, and structured for easy attribution. Every chart has a clear methodology, every claim has a data source, and every report ships with downloadable assets for journalists, newsletters, and bloggers covering the space. If you are working on a story, analysis, or academic paper, the data is here to use. Requests for custom cuts of the dataset go to press@xainflow.com.

    Reports

    Latest research

    First report landing soon. Subscribe to be notified the day it drops.

    Q2 2026 — upcoming

    State of AI Video Generation 2026

    The first comprehensive data report on how creative teams actually use AI video generation in 2026. Model usage, credit economics, time-to-first-render, industry breakdowns, and prompt patterns that convert.

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    Press & research partnerships

    If you are covering AI creative tools, researching the space, or working on an academic paper, we will share raw data cuts, quotes, and founder interviews. Write to press@xainflow.com.