RESTAURANTS & CLOUD KITCHENS

Order Routing & Kitchen Operations Automation

A cloud kitchen chain operates 5 locations serving 800+ orders daily via Swiggy, Zomato, and direct orders. Routing orders to the right kitchen, managing ingredient availability, and handling complaints requires constant manual coordination.

~10 hrs

Saved per week

95%

Routing accuracy

20%

Faster avg delivery

50%

Fewer customer complaints

Automated Workflow

How the automation handles the entire process end-to-end

SwiggyZomatoWebsitePhoneAI OrderManagerRoute toNearest KitchenCheckIngredientsAVAILABLE?YESEstimatePrep TimeKitchenManagerConfirmPrep StartAssignDeliverypreparing → dispatched→ arrivingDelivered ✓RequestReviewNOSUGGESTALT?YESOffer SubstituteACCEPTED?YESNOCancel + RefundNOCancel + RefundCOMPLAINT FLOWCustomer ComplaintAI TriageSEVERITY?LowAuto-resolveCoupon CodeHighManagerManagerReviewResolve +CompensationProcessDecisionSuccessHuman ReviewOrderDeliveredSubstituteAuto-resolveEscalation

This workflow is for demonstration purposes only. We custom-build automation architectures tailored to each client's specific requirements, tools, and processes.

How It Works

Each step in the automation pipeline

01

Multi-Platform Order Ingestion

Orders from Swiggy, Zomato, website, and phone are captured in a unified queue.

02

AI Kitchen Routing

AI routes each order to the nearest kitchen based on location, capacity, and prep time.

03

Ingredient Availability Check

Real-time inventory check ensures all ingredients for the order are available.

04

Prep Time Estimation

AI estimates preparation time based on order complexity and current kitchen load.

05

Kitchen Manager Confirmation

Kitchen manager confirms prep start and estimated completion time.

06

Delivery Assignment & Tracking

Assigns delivery partner and provides real-time tracking to the customer.

07

Customer Communication

Automated status updates: preparing, dispatched, arriving, delivered.

08

Complaint Resolution

AI triages complaints — auto-resolves simple ones, escalates serious ones to managers.

Before & After

The measurable impact of automation

Before Automation
Routing accuracy80%
Avg delivery time45 minutes
Wrong kitchen assignment8%
Complaints needing manager90%
Customer updatesManual
Review collection10%
After Automation
Routing accuracy95%
Avg delivery time36 minutes
Wrong kitchen assignment1%
Complaints needing manager50%
Customer updatesReal-time
Review collection60%

Tech Stack

Tools and technologies powering this automation

ClaudeMake.comSwiggy/Zomato APIPOS IntegrationGoogle Maps APIWhatsApp BusinessTwilio SMSPostgreSQLMCP Servers

Want this for your restaurant or cloud kitchen?

Let's discuss how we can automate your workflows and save your team hours every week.

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