AWS for M&E Blog
Category: Sports
Real-time storytelling: The AWS architecture behind Formula 1® Track Pulse
On a FORMULA 1® (F1) race day, broadcasts face a significant challenge: identifying the most impactful stories for fans amidst the complex, fast-paced action on the track. F1 cars generate 1.1 million telemetry data points every second, from 300 sensors on each of the 20 race cars. Helping production teams quickly pinpoint and narrate the […]
NFL and AWS annual Big Data Bowl competition will predict player movement
The moment before an NFL quarterback releases the ball contains infinite possibilities. The receiver could break inside or fade outside, the safety might jump the route or hang back, the cornerback could close the gap or get beaten deep. For decades, these split-second decisions existed only as game film debates and coaching hypotheticals. Now, the […]
NFL Next Gen Stats and AWS decode defense coverage patterns
In football, the quickest stats to see are the ones on the scoreboard. Touchdowns, passing yards, completion percentages—they leap off the box score. However, for decades, one of the game’s most consequential elements has been all but invisible: defensive coverage. Ask any coach and they’ll tell you about how great coverage changes the complexion of […]
Reading the defense: How the NFL and AWS quantify coverage responsibility
While many aspects of football have been thoroughly analyzed with modern metrics, our understanding of defensive coverage schemes remains one of the last major untapped areas in football analytics. Tackles, sacks, and passing yards can be easily quantified. However, determining who was responsible for covering whom—and how well they did it—has historically been a manual […]
Bundesliga Match Fact: Match Momentum – Revealing the game’s invisible pulse
This blog post was co-authored by Luc Eluère, Data Scientist, Sported Solutions AG and Joshua Bär, Product Owner, Sportec Solutions AG. In football, there are moments that define matches—periods when one team seizes control and the momentum shifts decisively in their favor. Picture the relentless attacking waves of Bayern München during their dominant phases, such […]
How Prime Video delivers AI-powered real-time insights for NASCAR fans
In the high-stakes world of NASCAR, fuel management can make the difference between victory and defeat. Recent races have demonstrated how critical fuel calculations are, with multiple top drivers experiencing last-minute fuel shortages, dramatically altering race outcomes. NASCAR broadcasts have historically provided limited visibility into fuel consumption—one of racing’s most crucial strategic elements. While announcers […]
Transforming sports storytelling with generative AI on AWS
Sports broadcasters face an ongoing challenge: how to deliver compelling stories while managing vast amounts of real-time and historical data during live events. For mountain bike racing commentators, this means processing information about hundreds of athletes, multiple race configurations, and constantly changing conditions—all while keeping viewers engaged in real-time. We’re excited to share how Warner […]
Bundesliga Data Story Finder: Delivering fans the stories they love
Football is about passion and broadcasters use storytelling to transmit their football passion to the fans. Every moment, or insight, of a match could turn into an iconic story. Being able to extract meaningful insights from football’s ever-growing data landscape continues to intensify. Capturing event data for significant moments in the game (such as shots, […]
NAB Show 2025 featured latest generative AI, live cloud sports production capabilities from AWS
More than 55,000 media and entertainment professionals from 160 countries gathered in Las Vegas for NAB Show 2025. At this year’s event, Amazon Web Services (AWS) served up new innovations, industry announcements, and memorable moments at the show. Creating. Connecting. Captivating. As the road to convergence starts with data and scalability, the AWS booth featured […]
PGA TOUR® enhances AI commentary by operationalizing generative AI
This blog was co-authored by David Provan, Principal Architect, and Trey Pezzetti, Product Manager, PGA TOUR. Professional golf presents unique broadcasting challenges with tournaments featuring up to 144 players, competing across 100-150 acres, with 18 holes representing 18 fields of play. Over multiple days this can total over 10,000 shots captured daily. These challenges become […]