
New
Specialists who regularly work with documents, tables, presentations, briefs, and exports

Pro
Marketers, researchers, operators, and product people who need fast, verifiable artifacts
Founders and solo builders who want a personal work OS without waiting for a large team
Developers who want stronger context discipline, handoffs, skills, and safe agent workflows
Anyone who wants to use AI as a careful factory for work outputs, not just another chat toy