"The VC said he's created an AI-powered app that transcribes and summarizes tech podcasts and integrates the information into the workflow of Theory Ventures. He calls it "The Podcast Orchestrator." The system finds all of the names of the startups and founders featured in these tech podcasts, figures out who they are and what they're saying, and then adds the details into Theory's CRM, a customer relationship management software program that's commonly used to track and generate sales and related leads."
""There's actually an AI associate that is an AI agent that will look at all the related companies, find all the blog posts, look at GitHub, look at Hacker News comments, size of the market, prepare a memo, and then make a recommendation based on our investment criteria," Tunguz explained. "That's an example of an end-to-end AI workflows.""
Tomasz Tunguz built an AI-powered application called The Podcast Orchestrator that transcribes and summarizes tech podcasts and feeds structured information into Theory Ventures' CRM. The system extracts startup and founder names, identifies who they are, captures key statements, and populates CRM records for follow-up. An embedded AI associate agent crawls related companies, blog posts, GitHub, and Hacker News, sizes markets, prepares memos, and recommends actions based on investment criteria. Tunguz assembled the system in about two to three hours using Claude Code for coding and an open-source audio-to-text tool for transcriptions, then routes outputs through multiple AI systems for summarization and sourcing.
Read at Business Insider
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