AWS Elemental Inference now generates contextual metadata from live video streams in real time, using AI to produce scene-level intelligence without custom machine learning infrastructure. The new capability analyzes live video in parallel with encoding to extract Interactive Advertising Bureau (IAB) content taxonomy categories, Global Alliance for Responsible Media (GARM) brand suitability signals, detected objects and actions, and shot and scene-level descriptions. Broadcasters and content platforms can now power contextual ad decisioning, media asset enrichment, and content discovery workfl