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,
Earlier this month, our CTO Alberto Gonzalez and I descended upon Las Vegas for AWS re:Invent 2025. As an AWS Partner working daily with AWS services to build real-time voice, video, and AI systems, re:Invent is more than a conference for us. It’s a chance to validate
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
Each month, our CEO Arin Sime sits down with long-time WebRTC industry authority Tsahi Levent‑Levi of BlogGeek.me to discuss the latest real-time communications trends and challenges. In their November 2025 session, Arin asked Tsahi five pointed questions and gave him 90 seconds per answer, pushing for clear
