Evaluate your content with AWS Elemental Inference using the sample clipping portal

This article introduces a sample clipping portal that helps broadcasters evaluate AWS Elemental Inference for automating live sports highlight creation with multiformat output.

• Elemental Inference detects key moments, intelligently crops video from 16:9 to 9:16 for mobile, and generates smart subtitles from live audio
• Portal provides web interface for operators to review AI-detected highlights, edit clips in both orientations, and export MP4 files
• Architecture integrates MediaLive, Elemental Inference, MediaPackage, MediaConvert, EventBridge, Lambda, DynamoDB, and CloudFront
• Deployable via AWS CDK into your own account; content stays under your control for evaluation before production adoption
• Demonstrates frame-accurate editing, dual-orientation output, configurable behavior, and integration points for MAM and social publishing systems

The sample removes evaluation barriers by providing a complete reference implementation to test Elemental Inference performance against real sports content before committing to production deployment.