AI Sports Data Stories

EdgeGraph AI
Every match is a curve.

EdgeGraph AI is a web application that turns football matches into animated win-probability charts โ€” momentum swings, comebacks and collapses rendered as short vertical videos and published on the EdgeGraph AI YouTube channel.

What it does

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Momentum charts

An AI win predictor traces both teams minute by minute โ€” goals, red cards and penalty shoot-outs become readable, dramatic curves.

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Rendered as Shorts

Each chart is rendered into a 1080ร—1920 animated video with a live scoreboard, event labels and a hook in the first three seconds.

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Automated pipeline

Topic research, chart generation, rendering and publishing metadata are produced by an AI pipeline reviewed by a human editor before release.

How EdgeGraph AI uses Google services

EdgeGraph AI uses the YouTube Data API to upload its own rendered videos to the operator's own YouTube channel and to manage their titles, descriptions, tags and scheduled publish times. The app is operated by the channel owner and does not access data of any other Google users. See the Privacy Policy for details.

How EdgeGraph AI uses TikTok

EdgeGraph AI publishes the same rendered videos to the operator's own TikTok account through the Content Posting API. Login Kit authorises that single account; user.info.basic confirms which profile is connected and which privacy levels it allows; video.upload sends a video to the operator's TikTok inbox as a draft to finish in the app; and video.publish posts it directly to that same account on a schedule. The app has exactly one user โ€” the operator, who owns both the app and the account โ€” and reads no data belonging to any other TikTok user. See the Privacy Policy for details.

How EdgeGraph AI uses Instagram

The same videos are published to the operator's own Instagram account as Reels through the Instagram Content Publishing API, with captions and cover frames set by the same pipeline. As with the other platforms, the app manages only the operator's own account.