Building a Company Brain for AI - Jacob Dietle
45 min
Every time you explain your business to an AI from scratch, you’re repeating work. The opportunity with context engineering is to make your company’s expertise, processes, and past learning available whenever an agent needs them—so each new task builds on what you already know. In this episode, I’m joined by Jacob Dietle—a consultant focused on context engineering and AI collaboration—to explore company brains, shared knowledge, and how to give agents the information they need to do useful work. We discuss: What context engineering means in practiceWhen to move beyond individual ChatGPT projects to shared company contextHow existing knowledge bases fit into a company brainTurning customer conversations into insights agents can reuseUsing skills, version control, and source evidence to manage contextHow agents find information without loading everything at onceThe challenges of keeping context useful across teams Whether you’re building AI workflows for yourself or helping your company adopt agents, this conversation explores the decisions involved in organizing knowledge, choosing tools, and starting with practical use cases. About Today's GuestJacob Dietle helps teams organize company knowledge and build systems for AI collaboration through Taste Systems. His work combines context engineering, knowledge management, and team enablement, with a focus on making company expertise usable across people and agents. In this conversation, he shares his approach to working with seed and Series A companies on AI for go-to-market. You can find him sharing his work on LinkedIn and his Substack, Speed to Insight. Key Topics[00:00] - Introduction and defining context engineering[03:30] - How business context changes AI outputs[05:15] - From individual AI projects to company brains[09:20] - Where existing knowledge bases fit[14:27] - Choosing where to start[17:12] - Turning customer calls into grounded insights[22:45] - Building useful skills without modeling the whole business[25...