Start a projectDFW,
Case study 03 — Hospitality · Web app

Front Desk Flow

A hotel booking and front-desk system for Harbor & Pine — redesigned around one idea: show what needs attention first.

Platform
Desktop web app
Scope
15 screens · 5 areas
AI
Observe · Suggest · Act
The challenge

Front-desk software tends to show everything at once. At 3 PM on a full Friday, staff need the opposite: the few things that will go wrong if nobody acts — two arrivals without a room, $310.90 still to collect — in plain sight.

Booking flow → AI layerTap a step

Reservations

The day opens on four numbers and three problems: two arrivals without a room, $310.90 to collect, and room 203 out of order — each with its next step.

Principle: attention first
The AI layer — try the insight card

Every suggestion shows why, what it’s based on and how sure it is. Nothing changes until someone confirms — and everything can be undone.

ObservesReservations, folios, room status, rates and staff schedules. Nothing outside the hotel’s data.
SuggestsEvery insight shows why, what it’s based on and how sure it is.
Acts only with youChanges wait for confirmation and can be undone. Payments and refunds always need a person.
Suggestion High confidence
Assign Lindqvist to King 207
Harbor view, inspected and free through Oct 11. He asked for a harbor view on both past stays.
How the sprint shaped it
Read
Attention firstEvery screen opens on what needs action — rooms to assign, balances to collect — before the full list.
Frame
One booking flowRoom & dates → guest details → checkout, with a live summary and a 15-minute room hold.
Build
The whole propertyRooms, room types, rates, services, invoices, staff and permissions — the setup that makes the desk work.
AI
A permission ladderObserve → suggest → act with approval → act on its own, set per task. Payments always stay with a person.
See it working

Walk the booking flow.