Grounded drafting, with clear boundaries
The studio distills a real property-management workflow into a safe, fictional exercise. The assistant gets a short inquiry, known property facts, and editable writing preferences. It produces a draft for human review.
Facts before fluency
The server selects the scenario by ID. Visitors cannot substitute a private email or request arbitrary mailbox contents. Missing prices, tour availability, and approval decisions must remain unconfirmed.
Preferences within boundaries
The editable instructions control tone and format. Separate system rules constrain the assistant to the fictional task. Email text is treated as untrusted content, including requests to ignore instructions.
Limited authority and cost
The demo has no tools, inbox access, or ability to send a reply. Requests have input and output limits, a timeout, and shared usage controls. These limits reduce exposure even if a prompt produces an unexpected answer.
Inspired by production operations
The writing defaults reflect the practical habits of SerniaAI: answer directly, use verified facts, avoid unsupported commitments, and make the next step clear. This public studio uses wholly fictional people and properties.