Building a Sports AI Startup When You've Actually Worked in Broadcast
Domain experience isn't just a nice-to-have — it changes what you build, how you build it, and what you refuse to promise.
There's no shortage of AI companies entering the sports broadcast space. Most of them are building from the outside in: they have AI expertise and they're looking for a market to apply it to. RISE is built from the inside out — by people who've spent years working in live broadcast production.
Why Domain Experience Changes Everything
When you've actually worked as a replay operator, you know that the system needs to handle 200+ clip requests per match without lag. When you've been a producer in an OB truck, you know that any tool that requires attention during live coverage is a tool that won't get used.
These aren't insights you get from market research or user interviews. They come from having lived the problems you're trying to solve. And they fundamentally shape what you build.
Common Mistakes from the Outside
Tech companies entering broadcast often make the same mistakes. They build impressive demos that don't work under production conditions. They design interfaces that assume the operator has time to think — in live production, you don't. They promise capabilities that work 95% of the time, not understanding that in broadcast, the 5% failure rate means something goes visibly wrong on air multiple times per match.
They also tend to underestimate how conservative the broadcast industry is, for good reason. When you're delivering live content to millions of viewers, reliability isn't a feature — it's the only thing that matters. A system that's brilliant 90% of the time and crashes 10% of the time is worse than a manual process that's consistent.
What We Build Differently
RISE starts with the workflow, not the technology. We ask: what does this person need to do in the next 30 seconds? What information are they missing? What repetitive task is eating their time? Then we build AI that fits into that workflow without disrupting it.
We don't build features that look good in a pitch deck but would never survive match day. We don't promise capabilities we can't deliver reliably under production conditions. And we test everything against real broadcast scenarios, not clean demo footage.
The Balance
Building AI for broadcast requires balancing ambition with pragmatism. The ambition is real — AI can genuinely transform how sports content is produced. But it has to work on match day. Every match day. In every venue. With whatever connectivity, hardware, and crew configuration you've got.
That's the bar. If you've worked in broadcast, you know it. If you haven't, you'll learn it the hard way — usually during a live event when something goes wrong in front of an audience of millions.
RISE is built by people who already know where that bar is. That's not our only advantage, but it's the one that matters most.