The AI Operating System for Companies

The best AI native companies we are seeing have figured out something most haven't. They've made their entire company queryable. Every meeting recorded, every ticket tracked, every customer interaction captured, all legible to an AI layer that learned from it. This turns a company from an open loop into a closed loop. In an open loop, you make a decision and maybe check the results weeks later. In a closed loop, the systems monitors what's happening, compares it to what should be happening, and adjust. I've seen teams that do this, cut sprint time in half, and ship 10x as much. The problem is building this today requires brutal integration work. Stitching together Slack, linear, GitHub, Notion, call recordings, and a dozen other tools with custom glue code and AI generated code. There's no product that connects all this context into a single AI layer that can reason across it. Flag when engineering is building the wrong thing or generated spec agents can execute. We think there's a big opportunity to build the connective layer that makes a company legible to AI by default. Not another dashboard. The system that turns a company's own artifact into a self-improving loop. If you're building this, we'd love to