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Food Delivery Case Study

Building Digital Growth Through Tailored Innovation

Judah
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About us

Judah is a multi-platform on-demand food ordering and logistics platform connecting consumers, local restaurants, and delivery fleets.

Eliminates operational bottlenecks in hyperlocal food commerce through automated nearby driver dispatch, dynamic detour-indexed pricing, and real-time order lifecycle...

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Challenges

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Judah

Judah

Food Delivery • Core Architecture

Verified

Engineering the Judah platform required building a high-concurrency architecture capable of handling complex state management, real-time validation, and automated backend calculation workflows.

Automated Driver Dispatch & Timeout Management
Geospatial Proximity & Dynamic Distance Pricing
Granular Menu Availability Logic
Multi-App State Synchronization

Solution

To address core delivery challenges, our team architected isolated execution sessions, a centralized calculation engine, and strict validation safeguards with responsive visual interfaces.

Queue-Based Agent Assignment Engine
PostGIS Spatial & Pricing Calculations
Dual-Layer Availability Engine
Distributed Real-Time Layer
Dual Validation & Verification

Product experience

Judah delivers a visually rich, premium, and highly responsive experience designed to simplify daily workflows.

Judah Showcase

Customer Mobile Journey

Intuitive Flutter customer app featuring dietary filtering (Veg/Non-Veg/Healthy), variant selection sheets, promotional coupon redempti...

Merchant Store & Order Console

Real-time incoming order sound chimes, one-tap accept/ready transitions, variant master management, and granular time window scheduling.

Delivery Partner Operations

Streamlined driver app with KYC onboarding, 60-second priority order alerts, turn-by-turn navigation coordinates, and secure delivery P...

Administrative Oversight

Comprehensive web dashboard built with React 19 and Redux Toolkit offering live fleet monitoring, vendor KYC approval queues, price par...

Highlights

play.google.com
Intelligent Multi-Tier Priority Dispatch

Intelligent Multi-Tier Priority Dispatch

Automated sequential driver matching with real-time fallback re-allocation when requests expire or drivers go offline.

Dynamic Detour & Markup Pricing Engine

Configurable pricing architecture supporting dynamic platform commission markups, distance-tiered delivery fees, and automated tax calc...

Comprehensive 4-Tier Ecosystem

Seamless end-to-end integration across three specialized Flutter mobile applications and an administrative TypeScript web portal.

Technology stack

Built with modern, scalable, high-performance web and backend technologies.

FlutterMulti-Role Mobile Apps
Node.jsLow-Latency Dispatch Engine
Express.jsREST API Ecosystem
AWS RDS & S3High-Availability Cloud
Socket.ioLive Order Websockets
Google Maps APILive Rider Routing
FlutterMulti-Role Mobile Apps
Node.jsLow-Latency Dispatch Engine
Express.jsREST API Ecosystem
AWS RDS & S3High-Availability Cloud
Socket.ioLive Order Websockets
Google Maps APILive Rider Routing
FlutterMulti-Role Mobile Apps
Node.jsLow-Latency Dispatch Engine
Express.jsREST API Ecosystem
AWS RDS & S3High-Availability Cloud
Socket.ioLive Order Websockets
Google Maps APILive Rider Routing
FlutterMulti-Role Mobile Apps
Node.jsLow-Latency Dispatch Engine
Express.jsREST API Ecosystem
AWS RDS & S3High-Availability Cloud
Socket.ioLive Order Websockets
Google Maps APILive Rider Routing

Scope

Explore the core operational scope of the Judah platform — engineered for performance, reliability, and continuous scalability.

01CUSTOMER APP

Food Discovery & Cart

High-speed culinary storefront featuring categorized restaurant menus, dietary tags, and smart checkout.

02RESTAURANT PORTAL

Kitchen Order Display (KOD)

Live tablet interface for restaurant partners with audio order alerts, prep timers, and dish availability toggles.

03RIDER COMPANION

Agent Dispatch & Navigation

High-efficiency delivery fleet app with batch order acceptance, turn-by-turn routing, and payout analytics.

04DISPATCH BRAIN

Queue-Based Assignment

Automated 10-second polling dispatch engine matching orders to the optimal delivery agent to minimize wait times.

05ADMIN ENGINE

Central Operations Dashboard

Comprehensive control tower monitoring real-time active delivery routes, merchant settlements, and refund claims.

06INFRASTRUCTURE

Staging & Production CI/CD

Isolated AWS database environments with automated load balancing and sub-second API endpoint latency.

Results

40+
REST API ENDPOINTS
10 SEC
DISPATCH POLLING
30+
DATABASE ENTITIES
99.9%
SYSTEM AVAILABILITY
WHAT OUR CLIENTS SAY

Judah Delivery Team

Operations Leadership, Judah Food Logistics • On-Demand Food Logistics
“Building a three-sided food logistics platform with customers, kitchens, and riders is a massive technical feat. DhiGrowth delivered all 4 applications and the entire backend flawlessly.”

Successfully engineered and integrated all 4 ecosystem components (Customer App, Vendor App, Delivery Agent App, Admin Web Dashboard). • Extensive Backend Architecture: Delivered 40+ modular REST API feature route modules and 30+ relational database entities managing the full ordering lifecycle. • Low-Latency Dispatch Engine: Validated automated queue-based agent assignment executing on 10-second polling cycles with 60-second expiration timeouts. • Deployment Pipelines: Configured staging (juda-staging-api.dhigrowth.com) and production (juda-api.dhigrowth.com) environments with AWS RDS and S3 integration. • Business Growth & Revenue Metrics: Business result requires confirmation

Verified Client. Measurable Impact. Real Results.
Judah
Judah
Judah
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Judah

Comprehensive Food Delivery Ecosystem: Judah is a multi-platform on-demand food ordering and logistics platform connecting consumers, local restaurants, and delivery fleets.

🎉App is Live!🎉
End–to–end digital solutionsFrom idea to launch • Complete solutions under one roof
Quality–driven developmentModern & reliable solutions • Built for performance and scalability
On–time deliveryEfficient project execution • Delivered with clarity and commitment
Client successTurning ideas into successful products • Focused on value, results & long-term growth
End–to–end digital solutionsFrom idea to launch • Complete solutions under one roof
Quality–driven developmentModern & reliable solutions • Built for performance and scalability
On–time deliveryEfficient project execution • Delivered with clarity and commitment
Client successTurning ideas into successful products • Focused on value, results & long-term growth
End–to–end digital solutionsFrom idea to launch • Complete solutions under one roof
Quality–driven developmentModern & reliable solutions • Built for performance and scalability
On–time deliveryEfficient project execution • Delivered with clarity and commitment
Client successTurning ideas into successful products • Focused on value, results & long-term growth
End–to–end digital solutionsFrom idea to launch • Complete solutions under one roof
Quality–driven developmentModern & reliable solutions • Built for performance and scalability
On–time deliveryEfficient project execution • Delivered with clarity and commitment
Client successTurning ideas into successful products • Focused on value, results & long-term growth