Start a Combat-Sports Broadcast Computer-Vision System

1. 1

   Build for broadcast-grade accuracy

   Consumer punch-tracking is not enough; broadcasts and commissions need multi-camera, arena-grade vision that measures punches thrown and landed, accuracy, and power reliably enough to display on air and to challenge official counts. This is a serious engineering effort in camera placement, synchronization, and models trained for fast, occluded combat. The accuracy bar is the barrier and the moat at once.

2. 2

   Prove it against real fights

   Your credibility comes from demonstrable accuracy, so run your system on real bouts and show where it corrects the record, exactly the wedge created when an audit revealed official broadcast stats were wrong. A documented case where your numbers are provably more accurate than the official count is the single most powerful sales asset you can build in this category.

3. 3

   Sell to promoters, broadcasters, and commissions

   Buyers are professional promotions wanting richer broadcasts, networks and streamers wanting engaging real-time graphics, and athletic commissions and scoring bodies wanting objective data. Each has different needs and procurement, so tailor the offer: on-air graphics packages, licensed data feeds, and per-event analytics. These are high-value B2B contracts, not consumer subscriptions.

4. 4

   Price per event and per license

   Monetize through per-event deployment fees, data and graphics licensing to broadcasters, and ongoing analytics subscriptions. A handful of promotions and networks running regular cards produces meaningful recurring revenue at high margin once the system is built and portable. The economics favor a small number of high-value contracts over volume.

5. 5

   Extend into training and integrity data

   The same system generates data valuable to fighters and gyms for preparation and to commissions for scoring integrity and safety monitoring. Objective, verifiable fight data has uses beyond the broadcast graphic, from performance analysis to protecting athletes, so the platform can grow into a trusted data authority for the sport rather than a one-off camera product.

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