The assistant inside the operations platform a 104-store franchise runs on. It reads the same live sales, labor and service-time data the reports do, and answers in plain language — including the part most dashboards leave out: which of the numbers actually deserve your attention.
A staffing assistant for a home-care agency. Covering a shift means answering three questions at once — who is active, who is cleared to work, and who is actually free — across systems that do not talk to each other. It does that in one pass and hands back a ranked answer.
Built for a laundromat group whose money arrives through three systems that each report it differently. The assistant reconciles machine revenue against card settlements against bank deposits, and explains the gap instead of just printing it.
Every clip runs on a generated dataset. No client data appears in any of them.