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AI Game Film Review

Turn Game Film Into Evidence and Insight

Watching every snap of every game to catch what matters is a full-time job nobody in your league signed up for. KnoBall's AI tools do the first pass - flagging evidence, breaking down tendencies, and building scouting reports - so a real person only has to review what's actually worth their time.

Invite-based beta access is free while testing is active. Future pricing will be announced separately.

Join the Beta Waitlist

How it works

Every AI tool on KnoBall works the same basic way: you give it a video, and it uses AI and automated analysis to organize, compare, summarize, flag, recommend, or draft something for a real person to review. Automated analysis may be incomplete or wrong, so nothing here ever makes a final call on its own - important findings are always reviewed in context before anyone acts on them.

The tools

🚨 KnoBall Referee

Upload or link a video of a game and Referee flags evidence relevant to your league's rules - each finding comes with a timestamp pointing to exactly where it happened. It flags evidence; it never decides a violation occurred. See how league dispute review works for the full workflow.

📊 Analysis Builder

A deeper, modular game-analysis tool for building the specific kind of report you need from one uploaded game - offensive and defensive breakdowns, coaching tendencies, and more - instead of one one-size-fits-all summary.

🎬 Content Control Console

The same uploaded film can also become a highlight clip - captions, labels, arrows, zoom-ins, and narration (including an AI-generated voiceover), rendered into a real, downloadable video.

One upload, several uses

The same piece of game film can feed more than one tool - the evidence Referee flags for a rules review, the tendencies Analysis Builder surfaces for scouting, and the highlight clip Content Control Console renders for your league's own content, all from one upload instead of re-submitting the same video three separate times.

Want your league's game film working for you instead of just sitting in a folder?

Join the Beta Waitlist

See also: Fair play & dispute review, Madden league management, or the full FAQ.