Multi-Model AI Workspace

You can, and for some companies that is the right answer. This exists for the cases where it is not: when you want one bill instead of thirty expense claims, when you need a record of usage, when different tasks genuinely suit different models, or when the data boundary matters enough that you want the application on infrastructure you control.

An artifact is a durable output — a document, a code file, a spreadsheet, an image — that lives outside the chat transcript, has its own editor and keeps version history. It matters because most real work products go through several rounds. Without artifacts, revision three is buried somewhere in a scroll of chat messages.

Yes. The application is built on a provider-abstraction layer, so adding a provider is a configuration change rather than a rewrite. This was a deliberate design choice — model leadership has changed hands repeatedly, and anything hard-wired to one vendor ages badly.