Rafael Guper
Co-founder @ UJJI AI ✨ Agents for automating your knowledge management, training and L&D
🚀 YC declared the "Company Brain" as one of its major themes for 2026.
At UJJI AI ✨, we’ve been executing on this exact vision since 2021.
In a recent thesis drop, Y Combinator's Tom Blomfield highlighted that the biggest blocker to AI automation isn't the models anymore, it's scattered domain knowledge.
Companies need to extract human knowledge and turn it into a structured, machine-readable file that AI systems can use to safely execute complex tasks on behalf of the company.
Reading this felt like the ultimate validation. We built our AI engine, Liz, to bridge this exact gap by turning raw, unstructured data into real corporate assets...
We started with the following use cases...
1️⃣ Turning Chaos into SOPs: automatically ingests raw inputs to structure clear, consistent POPs, checklists, and glossaries.
2️⃣ Instant Microlearning: transform messy PDFs, call recordings, or quick WhatsApp notes into interactive training paths.
But this still requires human input!
So, we're now leveraging native integrations with Google Drive, Notion, SharePoint, etc. to capture knowledge passively as it's created.
📝 That then builds learning experiences, automatically, for subject matter experts to approve.
But that's still learning for humans, right?
Can we teach AI agents to do our job?
⚡ But here is the crazy idea we’re running with right now...
We are taking the "Company Brain" concept to its absolute edge for technical teams.
Our AI doesn't just search your docs. They plug directly into GitHub, Jira, and Confluence. They read live code, product updates, and business rules to automatically map out technical processes and generate structured learning experiences for developers.
🤖 And for themselves, AI agents!
Because they watch your actual workflow, your onboarding curriculum stays perfectly synced with your live environment, heavily slashing engineering busywork and new-hire ramp-up times.
The ultimate corporate brain shouldn't look backward. It needs to live right inside your production environment.
🏆 In this way, UJJI AI can automatically capture company knowledge and hand it over to AI agents to execute day-to-day procedures, autonomously.
The company brain is here!
#AI #Startups #YCombinator #CompanyBrain #DeveloperExperience #UJJI