Every internal workflow should be a conversation.
Superapp is a chat that does the work: a claim is created, evidenced, reviewed, questioned, approved and tracked entirely in conversation — against real systems, with the human always making the consequential call.
What it does
Expenses, end to end
Draft a claim, upload the receipt, review the OCR extraction, submit, approve, return, recall — the whole lifecycle runs in chat against a real backend with a full audit trail.
Real UI inside the chat
Lists render as typed tables, budgets as dashboards, decisions as confirmation cards — validated, rendered natively, never a wall of text.
One-click, zero guesswork
Buttons like “Next page” execute the exact backend call they were built from — no model in the loop. Anything consequential still stops for a human confirmation.
Allowed to see, allowed to do
The assistant can read what you may read and do what you may do — real permissions enforced by the backend, human confirmation on consequential actions, and an audit trail that remembers who did what and why.
Microsoft 365 on the same rails
Teams, Outlook and Calendar ride the same conversation — notifications land in chat, and replies go back out through Microsoft Graph.
Self-hosted intelligence
Runs on self-hosted language models. Your prompts, documents and numbers stay on your infrastructure.
See it working — 10 recorded walkthroughs
Getting Started and WebUI Overview
Your first five minutes: sign in, find your way around the workspace, chat with the self-hosted model, and switch on the Expense tools.
Submitting an Expense
From a sentence to a submitted claim: draft it in plain language, attach the bill from your phone, review what the OCR read, and submit — with your explicit say-so.
How the Assistant Shows Problems
Three kinds of refusal, all honest: a claim that changed under you, a claim with missing fields, and an action the state machine forbids.
Chat With a Document
Attach a policy document and ask questions against it — the answers come from your file, with the numbers to prove it.
Admin Overview
Where administration lives: user accounts and roles, workspace settings, and the tool-server connections that power the assistant.
Expenses on a Phone
The same expense flow on a phone: chats in the drawer, the claim drafted in conversation, the receipt captured with the camera.
The Complete Expense Journey
The flagship, end to end: a scanned hotel bill becomes an approved claim — claimant and approver, each working in their own conversation, one shared audit trail.
The Approver's Desk
An approver's morning in one conversation: the pending queue, a full-context decision, an evidence request, and a return with named fixes.
Recall, Limits, and Your Action Items
The safety net: take back a submitted claim with a reason, read the timeline, ask the budget question, and check the conversational inbox.
Dynamic Tables and One-Click Actions
The chat renders real interactive UI: a typed table for your expense list, a Next-page button that executes directly against the backend with no model in the loop, row-level View actions, and a live budget dashboard.