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Automation
Hospitality
Sample Project

Multi-Location Order Automation

Processing 2,000+ daily orders across 12 locations without errors

OBJECTIVES

Unify orders from all sources into single systemEliminate manual order re-entry into POSReduce order errors to under 1%

PROJECT TYPE

Automation

A fast-casual restaurant chain with 12 locations struggled with order chaos.

15 MIN · NO PREP REQUIRED

n8n for workflow automationToast POS API integrationDoorDash, Uber Eats, Grubhub APIsCustom React dashboardPostgreSQL for order aggregationRedis for real-time inventory cache
n8n for workflow automationToast POS API integrationDoorDash, Uber Eats, Grubhub APIsCustom React dashboardPostgreSQL for order aggregationRedis for real-time inventory cache
n8n for workflow automationToast POS API integrationDoorDash, Uber Eats, Grubhub APIsCustom React dashboardPostgreSQL for order aggregationRedis for real-time inventory cache

OVERVIEW

A fast-casual restaurant chain with 12 locations struggled with order chaos. DoorDash, Uber Eats, their own app, phone orders, in-store—five order sources meant five systems that didn't talk to each other. We built an automation layer that unified everything, eliminated manual re-entry, and cut order errors by 94%.

THE PROBLEM

Each location received orders from five sources: DoorDash, Uber Eats, their branded app, phone calls, and walk-ins. Each source had its own tablet or system.

Staff manually re-entered delivery orders into the POS. During rush hours, this created a 10-15 minute backlog. Orders got mis-keyed. Modifiers were missed. Customers received wrong items.

Inventory was another nightmare. When a location sold out of chicken, the delivery apps still showed it available. Cancelled orders frustrated customers and triggered refunds that ate into margins.

The chain processed 2,000+ orders daily across locations. At a 6% error rate, that's 120 wrong orders every day—each one a potential lost customer.

CONSTRAINTS

  • Cannot require replacing existing POS system (Toast)
  • Must work with existing delivery app contracts
  • Staff training must be minimal—high turnover environment
  • Must handle peak volume (500 orders/hour across chain)
  • Implementation must not disrupt ongoing operations
  • Budget must show ROI within 6 months

DELIVERABLES

What we shipped.

01

Order aggregation platform for all sources

02

Automatic POS integration via Toast API

03

Real-time inventory sync across all channels

04

Automated 86 notifications to delivery platforms

05

Kitchen display system with unified queue

06

Management dashboard with real-time metrics

07

Automated end-of-day reconciliation reports

KEY DECISIONS

How we solved it.

Replace individual tablets or aggregate feeds?

Aggregate feeds, keep tablets as backup

Replacing tablets risked delivery platform support issues. Aggregating feeds via APIs provided unified view while tablets remained as fallback. Staff transitioned gradually to single screen operation.

Real-time or periodic inventory sync?

Real-time with 5-minute full reconciliation

Real-time updates handle normal flow. But edge cases (system crashes, API failures) require periodic full sync to prevent drift. 5-minute reconciliation catches any discrepancies before they cause problems.

Build kitchen display or integrate existing?

Build custom KDS with Toast integration

Existing KDS showed Toast orders only. Custom system could show all orders with source-specific requirements (DoorDash packaging, Uber Eats pickup timing). The unified view eliminated screen-juggling in the kitchen.

OUTCOMES

Results delivered.

-94%

Order Errors

Error rate dropped from 6% to 0.4%

0 seconds

Order Processing Time

Manual re-entry eliminated—orders flow automatically

2,400+

Daily Orders Handled

20% increase in capacity from efficiency gains

$180K

Annual Savings

From reduced errors, refunds, and labor

< 30 sec

86'd Item Response

Time to update all platforms when item sells out

TIMELINE

Project phases.

Week 1

System Audit

Map all order sources, document current workflows, identify integration points

Weeks 2-3

Integration Development

Build delivery platform connectors, Toast API integration, inventory sync layer

Week 4

Dashboard & KDS

Create management dashboard, build kitchen display system, reporting tools

Week 5

Pilot Location

Deploy to single location, refine based on real usage, staff training

Weeks 6-8

Chain Rollout

Deploy to remaining 11 locations, location-specific tuning, ongoing support

Ready to build?

Book a call to discuss your project. 15 minutes, no prep required.