What it replaces
Workbench is the AI work surface we wanted for ourselves: one place to think with AI, instead of ten browser tabs that do not talk to each other.
One surface
Chat, agents, notes, knowledge bases, web search, and a data lab, all behind a single sign-in. Your conversations can reach your documents. Your agents can use your tools. Your notes remember what you found. Nothing is bolted on, because it was all designed together.
Built for real work
It runs on your models and your data, with the access controls a serious organization actually needs. Bring your own provider. Keep your knowledge in your own tenant. Audit what happened, who did it, and when.
The shape of it
A Laravel and Vue application that deploys to your own cloud. Fast pages, real-time streaming, and a UI that gets out of the way. It is the platform the rest of our work sits on.