Multi-agent LLM orchestration
Specialist agents for research, synthesis, scripting, and audio assembly working through structured handoffs.
Case Study · INFOTAINMENT · UK/EU
Kaft: Multi-agent LLM news podcast
Production AI audio with dual hosts and multi-language.
The story
What Kaft needed, and what we built.
Founders Tristan, Otis, Victor (Columbia, LSE) wanted to build an AI-powered news podcast app that customises content to user preferences, but production-grade, not a demo. KUMO built the full app, multi-agent LLM architecture, dual-host TTS, multi-language support, dynamic content generation.
What we delivered
Six areas of production work.
Dual-host TTS
Two natural conversational voices with prosody and turn-taking that sound like real podcast hosts.
Multi-language support
European, Asian, and American languages handled across research and audio generation.
Dynamic content generation
Personalised news content adapted to listener preferences, topics, and depth signals.
App Store deployment
Live mobile app with a production audio pipeline and offline-ready playback.
Editorial + AI workflow
Designed so the AI handles synthesis while editorial guidance keeps content shaped to brand and accuracy.
Highlights
Project highlights.
More work.
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