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Larkwood Hospitality 8 weeks

Larkwood · A floor-plan reservations system for a restaurant group

Built a reservations and floor-management system for a nine-location restaurant group, replacing a paper book and three disconnected booking widgets with one live floor plan.

FullstackAutomation HospitalityDjangoReactWebSockets
Larkwood · A floor-plan reservations system for a restaurant group hero image

01/ The challenge

Each of Larkwood's nine locations ran its own booking process: a paper book, a generic widget, or a shared spreadsheet. Managers had no visibility into cross-location capacity, and double-bookings during peak service were a weekly occurrence.

02/ The approach

We built a live, drag-and-drop floor plan per location, synced reservations across a shared booking API, and gave managers a single view across all nine sites. Waitlist and table-turn timing feed back into a simple forecast for the host stand.

03/ The outcome

Locations unified
9
Double-bookings since launch
0
Build to rollout
8 wks

Double-bookings dropped to effectively zero across all nine locations. Average table-turn time is now tracked automatically, and group-wide capacity is visible from one screen for the first time.

“Nine locations, one floor plan, zero double-bookings since we flipped the switch. Our host stands finally all see the same thing.”

Mateo Linares
Director of Operations · Larkwood

Driftpoint · An AI support agent for online retail

Built an AI support agent that resolves order and shipping questions end-to-end for a mid-size online retailer, with a seamless handoff to humans for anything outside its confidence band.