Category: Database

The media industry is experiencing a fundamental shift in how content is processed, analyzed, and monetized. Recent breakthroughs in vision-based generative AI models have dramatically reduced both the cost and complexity of understanding video content at scale. By introducing these models into media supply chain workflows, organizations can reduce manual tagging and metadata generation costs […]

Live streaming now reaches audiences across continents in real time, but language barriers still limit how many people can engage with this content. Traditional subtitle generation methods, which rely on manual translation services or prerecorded content workflows, can’t keep pace with the demands of live broadcasting. In this post, we share a solution that delivers […]

Traditional basketball statistics capture what happened—points, rebounds, assists—but miss the context that determines game outcomes. A missed shot that draws three defenders and creates an open corner three-pointer generates zero points for the passer in the box score yet fundamentally shifts win probability. A rebound is a rebound in the box score, whether it’s a […]

Live streaming helps businesses engage global audiences with low latency. Cloud-based streaming costs less up front than traditional broadcasting and scales to match your needs. By using serverless Amazon Web Services (AWS) services, you can automatically scale resources to match your exact streaming needs, spinning up channels for major events and efficiently cleaning up afterwards. […]

This blog is co-authored by Steve Cockett, Sports Data Adviser – Tech, at Warner Bros. Discovery and Andrea Fanfani, Principal Product Manager – Tech, at Warner Bros. Discovery. Feed latency and marker accuracy are two critical challenges in live sports broadcasting. Warner Bros. Discovery (Nasdaq: WBD) has developed a solution to tackle both as it […]

Are you struggling to diagnose video streaming issues across your content delivery network (CDN)? Video streaming operators often spend hours analyzing complex log data to identify and resolve playback problems that impact the user experience. We will show you how to build an intelligent monitoring solution that combines Common Media Client Data (CMCD) with the […]

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 […]

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 […]

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 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 […]