Category: Industries

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 […]

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 […]

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 […]

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 […]

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 […]

When international sports streaming service DAZN secured the global rights to the 2025 FIFA Club World Cup football tournament, it set out to deliver an unmatched live viewing experience. The event took place June 14-July 13, 2025, and included the broadcast of 63 matches, held in 12 US venues to audiences in 200 global territories, […]

Many media organizations face complexity in their content operations. Teams can spend weeks coordinating asset management, content analysis, and distribution across disconnected systems. Manual handoffs between different teams such as creative, operations, and distribution teams create bottlenecks that delay progress and limit business agility. A media workflow could involve multiple teams and dozens of tools, […]

This blog was co-authored by David González, CTO at Cires21 and Nacho Mileo, Head of Product at Cires21. The media and entertainment landscape are experiencing unprecedented transformation. Content creators across industries—from educational institutions to enterprise marketing teams—are demanding sophisticated video processing capabilities that were once exclusive to broadcast professionals. Cires21, with over 15 years of […]

Modern broadcast and streaming operations face unprecedented challenges in maintaining professional-grade audio quality while scaling to meet growing content demands. Traditional hardware-based monitoring solutions struggle to be flexible and cost-effective, as well as meet geographic distribution required for today’s cloud-first media workflows. Audio quality control (QC)—from loudness compliance to real-time stream analysis—has become increasingly complex […]

This blog is co-authored by Abbie Lin, Assistant Manager, KKBOX. KKBOX, the leading music streaming platform in Taiwan and across Asia, is using Amazon Personalize to elevate its recommendation engine—delivering more relevant, diverse content with less operational overhead. Serving over 12 million users across Taiwan, Hong Kong, Japan, and Singapore, KKBOX aims to deepen user […]