
Top 3 Features an AI Replay Tool Actually Needs
There is a lot of noise around AI replay and highlight tools. Most of it focuses on feature count, model names, or big claims about automation.
Thoughts on AI and ML, sports broadcasting, and the future of automated content creation.

Sports production does not only lose time on giant failures. It loses time on friction

There is a lot of noise around AI replay and highlight tools. Most of it focuses on feature count, model names, or big claims about automation.

Why the Future of Sports Production Is Smaller Teams With Smarter Systems

Speed gets attention. Trust gets adoption. That is the part many AI conversations skip. In sports broadcasting, the real test of an AI system is not whether it can produce a flashy demo. It is whether a live production team can trust it...

In broadcast, 'real-time' isn't a marketing term — it's a hard technical requirement with specific latency budgets that determine whether your system is useful or not.

The market is growing, but production budgets aren't keeping pace. That gap is where AI-assisted broadcast tools become essential, not optional.

Generic computer vision works great on clean data. Real broadcast feeds — with overlays, replays, ad breaks, and camera cuts — are a different challenge entirely.

Fans want clips in seconds. The current production pipeline takes minutes to hours. Here's where the gap is — and what it would take to close it.

A behind-the-scenes walkthrough of live sports production — from 6am load-in to final whistle — and why so much of it is still done by hand.

Domain experience isn't just a nice-to-have — it changes what you build, how you build it, and what you refuse to promise.

AI-driven event detection isn't just about technology—it's about redefining how broadcasters analyse, produce, and deliver sports content, turning real-time coverage into highly personalised experiences tailored to their audience's prefe...

Welcome to the first post in a new series where we'll dive deep into the intersection of sport, technology, and innovation, exploring how artificial intelligence (AI) could revolutionise the way we experience sports—both on and off the f...