Thomas Witt

Thomas Witt, founder of Vendis.ai and operator at Expedite Ventures, builds AI-native CRMs and AI-heavy production systems. He explains why conversation-first CRMs replace rigid forms. He discusses using Ruby on Rails with Hotwire, DynamoDB, async Ruby, vector search, and multi-model LLM workflows. He also covers telemetry for prompt chains and how small teams can be amplified by AI.