FastAPI domain service, web frontend, PostgreSQL as source of truth, Redis transport, durable jobs. Financial values are computed in NUMERIC and Decimal · not inferred by a model.
All systems
Private pilot · Operational system
Clearer decisionsfor independent restaurants.
Manager connects the systems a restaurant already uses and turns scattered operations into a clearer picture of what needs attention next.
The operating question
Independent restaurants already have POS, invoices, and labor data. Why is the owner still assembling the decision by hand?
The situation
Start with the real operation.
Some business systems report what happened but do not explain why it matters. Others use artificial intelligence to generate confident recommendations from numbers that cannot be audited.
This creates margin loss, fragmented information, opaque recommendations, and no durable record of corrections.
The system
Keep evidence beside action.
Manager helps independent restaurants see what needs attention next by connecting the systems they already use.
Under that picture is a decision layer above existing systems such as point-of-sale records, invoices, labor data, delivery platforms, market information, and operational email. It is not another point-of-sale system.
Artificial intelligence classifies, extracts, researches, and communicates where uncertainty is explicit. Incoming mail and reports become structured invoices, tasks, and management signals. Human corrections override automation. Server-side tenant boundaries stay in place. Open signup is closed.
Where it stands
Private pilot
A product surface is reachable on this site after authorized sign-in. Open sign-up is closed.
Figures shown in the application may be sample data. A wider pilot with real businesses is separate from this laboratory page.
04 / Limits
Human and technical boundaries stay visible.
Open sign-up is closed. Numbers in the public product surface may be sample data.
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