Category: Amazon Machine Learning

Netmedias recently launched Dramaze.com, a groundbreaking freemium video-on-demand (VOD) streaming platform that brings short-form drama episodes to audiences across Asia and the Middle East. In an increasingly competitive streaming landscape where content localization and rapid scaling are critical for success, the company faced the challenge of delivering culturally relevant entertainment while maintaining operational efficiency and […]

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 […]

Today, media companies (such as broadcasters, streaming platforms, news and sports media outlets, and major film and television studios) face an increasingly complex content landscape. Under pressure to create more content with fewer resources, they need to keep up with rising audience expectations for faster, more personalized, and higher-quality content. Media teams often rely on […]

This blog post was co-authored by Markus Brunnschneider, Head of Game and Tactical Analysis, Squad Planning and Scouting, International Football Institute. Traditional football clubs generate vast amounts of player data but often struggle to transform it into competitive advantages. Holstein Kiel solved this challenge by implementing an AI-powered scouting platform using OpenAI models on Amazon […]

Visual Effects (VFX) bidding represents one of the most critical, yet time-consuming, processes in the entertainment industry. Traditionally, this complex task falls on the shoulders of one or more individuals who must draw upon years of accumulated knowledge to accurately estimate project costs, timelines, and resource requirements. They consider countless variables, from the intricacy of […]

Generative AI is transforming how audiences discover and consume content across streaming platforms, unlocking more personalized viewing experiences. The Public Broadcasting Service (PBS), the beloved network behind popular US programs like Sesame Street and Frontline, recognized the value of using generative AI to provide enhanced search results to viewers on the PBS App and PBS […]

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 […]

Agentic AI reigned as one of the most popular themes at the 2025 International Broadcasting Convention (IBC) in Amsterdam last month. Amazon Web Services (AWS) featured more than 16 agentic AI demonstrations at the AWS stand. We showcased how the AI agents can empower media organizations with AI-powered content orchestration, data-driven operations and agentic workflows […]

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 […]