Amazon Interactive Video Service Real-Time Streaming (Amazon IVS Real-Time) is a WebRTC-based service for low-latency interactive video applications like video conferencing and live collaboration. Unlike traditional CPaaS platforms that abstract away media handling with higher-level APIs, IVS Real-Time gives developers direct access to WebRTC primitives like MediaStreamTrack
LLMs alone can’t “act.” They generate text. The key to success, and the way to avoid the 80% of AI projects that never leave the prototype stage, is moving beyond conversation to orchestration. This means integrating LLM reasoning with automation frameworks, enabling explainable outcomes and human oversight,
Reducing WebRTC infrastructure costs is critical as your application scales. While WebRTC technology is open-source and free to use, the infrastructure required to run it in production is often a major operational expense. (How Much Does It Really Cost to Build and Run a WebRTC Application?) Success
On the December 10, 2025 episode of WebRTC Live, host Arin Sime welcomed Chris Allen, CEO of Red5, to explore how LLMs can be integrated into real-time video workflows to detect critical conditions within live streams for use cases like traffic monitoring and crowd congestion to forest fire
