Smart Talks with IBM: Inside the Octagon: How AI Brings UFC’s Fastest Moments into Focus
What if the most important moments in a UFC fight happen too fast to see — not because they're hidden, but because our brains can't keep up? Alon Cohen, head of R&D for the UFC, reveals how the organization is using AI to make the invisible visible, turning raw data into real-time storytelling that enhances the fan experience without overwhelming it. For 17 years, Cohen’s team relied on human scorers with paper scorecards and TiVos — a painstaking process that took 35 minutes to catch up to a 5-minute round. Now, through a partnership with IBM, AI systems analyze fight footage in real time, tracking everything from takedown accuracy to octagon control, and distilling thousands of potential insights into just 15 meaningful ones per fight. The goal isn’t to make the sport more technical — it’s to make it more human. By translating complex data into narrative moments — like 'This fighter is 27.24% more likely to win if they land four takedowns' — the system helps fans, commentators, and even judges see what truly matters. And when the tech works perfectly, it disappears entirely, leaving only clarity, context, and the thrill of the moment. Cohen’s journey from tech startup to UFC data architect is a masterclass in persistence. He started with a sports writer’s regression analysis of 100 hours of fight footage, then built a data product that eventually got acquired by UFC.
AI is now generating up to 1,000 real-time insights per championship fight, but only 15 are surfaced to viewers — the rest are filtered by relevance and narrative impact.
The UFC’s data system is built around one core question: 'What moves you closer to winning?' All stats — strikes, takedowns, control — are measured by their direct link to victory.
AI can now track octagon control, style, and even coach tone in real time — not to replace human judgment, but to give commentators and fans new narrative tools.
The goal isn’t to make MMA more technical — it’s to make it more understandable, so fans can feel like they’re watching with someone who knows the sport intimately.
AI-powered insights allow for instant betting data, real-time storylines, and dynamic graphics — all delivered in under 15 seconds, even during live commercial breaks.
…and 3 more takeaways available in PodZeus
Introducing Smart Talks with IBM
Malcolm Gladwell introduces the new season of Smart Talks with IBM, a series exploring how AI is transforming real-world industries. This episode features a deep dive into how the UFC is using AI to make fast, invisible fight moments visible to fans.
The Invisible Game: Why UFC Needs to See What Happens Too Fast to See
“Most of what happens in a UFC fight is too fast to see. A fighter drops their shoulder for a split second. Did you catch it? A shift in position that looks insignificant but changes everything. Were you watching?”
From Paper Scorecards to AI: The 17-Year Evolution of UFC Data
Cohen recounts how his journey began with a sports writer’s regression analysis of 100 hours of fight footage, leading to a data product that eventually got acquired by UFC. For years, the team relied on human scorers with paper and TiVos — a process so slow it took 35 minutes to catch up to a 5-minute round.
The 67 Data Points That Define a Fight
“The entire statistical system is built on this question: What moved you closer to winning the fight?”
The Human Bottleneck: Why AI Wasn’t Ready — Until Now
For over a decade, Cohen experimented with motion tracking, skeletal modeling, and computer vision — all of which failed to understand intent, context, or nuance. But in the last few years, AI has advanced enough to handle the complexity of live fight data, even with shaky broadcast cameras.
“Most of what happens in a UFC fight is too fast to see. A fighter drops their shoulder for a split second. Did you catch it? A shift in position that looks insignificant but changes everything. Were you watching?”
“And that's because the entire statistical system is built on this question. What moved you closer to winning the fight?”
“The thing that hits the screen is so -and -so has never lost a fight if they have landed four takedowns. We're on number three. Now we know what we're watching.”
Host
Guest
UFC
organization
IBM
organization
Insights Engine
other
Alon Cohen
person
Malcolm Gladwell
person
Skeletal Tracking
other
TiVo
product
Rami Ghanauer
person
Iceberg
other
ETL
other
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