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Food & Delivery

Analytics & Automation for a Food Delivery App

Giving a fast-growing delivery startup end-to-end visibility for the first time.

Fulfillment Speed
+35%
Kitchen Errors
-40%
Customer Complaints
-50%
App Conversions
+28%

Overview

In 2023, a fast-growing food delivery startup approached us with a major problem: they had no metrics, no tracking, and no structured way to monitor operations. Every process — from order placement to food preparation, delivery, and post-order customer interaction — was manual, leading to delays, overworked kitchen staff, inefficient driver dispatch, and frequent complaints.

The Problem

  • No visibility into order volumes, preparation times, or delivery efficiency.
  • Inconsistent kitchen workflows and high error rates.
  • Manual tracking of drivers and deliveries.
  • No metrics on customer behavior or app engagement.
  • Limited ability to make data-driven operational or marketing decisions.

Our Solution

App Engagement Analytics

Tracked menu views, cart additions, abandoned orders, and checkout drop-off.

Kitchen Operations Tracking

Timestamped preparation stages to flag bottlenecks and errors.

Driver Dispatch & GPS Monitoring

Real-time ETA tracking and optimized route assignments.

Customer Satisfaction Tracking

Delivery time, ratings, and complaint monitoring for accountability.

Retention & Conversion Optimization

Behavior segmentation to drive personalized promotions and repeat orders.

The Results

  • Order fulfillment speed improved by 35%.
  • Kitchen errors reduced by 40%.
  • Average delivery time decreased by 25%, and driver efficiency increased by 30%.
  • Customer complaints dropped by 50%.
  • App conversions improved by 28% through engagement tracking and optimized workflows.

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