On-Demand Platform Engineering

Your idea. Booked,
matched, and delivered.

Uber for X. We build the full three-sided platform: customer app for booking, provider app for accepting jobs, and admin panel for operations — with real-time matching, payments, and live tracking built in.

Avg. Match Time
Platform Uptime
Platforms Launched
MVP Delivery

Platform Engineering Challenges

What Makes On-Demand Hard.

Real-Time Matching at Scale

Matching thousands of simultaneous requests with nearby providers in under 15 seconds requires purpose-built geospatial indexing, not a SQL query.

Three-Sided Coordination

Customer app, provider app, and admin panel must stay in sync in real time. Race conditions, message ordering, and state management are hard to get right.

Provider Onboarding & Trust

Background checks, document verification, and rating systems that prevent fraud while keeping legitimate providers moving through the funnel.

Payment Splits & Escrow

Splitting platform fees, dynamic pricing, cancellation charges, and provider payouts while preventing double-charges requires careful payment architecture.

Dynamic Pricing

Surge pricing during peak demand must be visible to customers and reflect fair market rates — with full audit trail for disputes.

Offline-First Mobile Apps

Provider apps must handle poor network conditions gracefully — caching job details, queuing status updates, and syncing when connectivity returns.

MATCHING ENGINE — LIVE
14:22:01.012Request #8841 Created
14:22:01.045Geospatial Query — 12 providers found
14:22:01.061Availability Filter — 8 online
14:22:01.089Rating & Distance Scored
14:22:01.112MATCHED → Provider #P-2281
Total match time: 100ms
Real-Time Matching Engine

Match in milliseconds.
Not minutes.

Our geospatial matching engine uses H3 hexagonal indexing to find, score, and dispatch the best available provider in under 150ms — at any scale.

  • H3 geospatial indexing for sub-150ms proximity queries
  • Multi-factor scoring: distance, rating, response rate, specialization
  • WebSocket push to provider app with accept/reject timeout

Platform Components

Three Apps. One Platform.

Customer App

Browse, book, track, and rate services with a smooth native experience.

Provider App

Accept jobs, navigate to customers, and manage earnings in one app.

Admin Panel

Manage providers, set pricing, run promotions, and monitor operations.

Live Tracking

Real-time GPS tracking for customers and dispatchers during active jobs.

Payments & Splits

Multi-gateway payments with automatic platform fee splits and payouts.

Surge Pricing

Dynamic pricing based on demand density with real-time customer visibility.

Analytics

Zone heatmaps, provider utilization, booking funnel, and revenue reports.

Scheduling

Immediate and future-scheduled bookings with auto-match at job time.

Build Approach

MVP Live in 8 Weeks.

01

Market & Flow Design

Define service categories, booking flow, and matching rules for your specific market.

02

App & Panel UX

All three interfaces designed and approved before a single line of code.

03

Core Platform Build

Matching engine and payments first — then tracking, notifications, and analytics.

04

Beta & Scale

Closed beta with real providers, feedback loop, and scale testing before public launch.

On-Demand Tech Stack.

Built to match 50,000+ concurrent users without breaking.

Discuss requirements

Customer & Provider Apps

  • React Native
  • Expo / Bare
  • GPS SDK
  • Offline Cache

Backend & Matching

  • Node.js
  • WebSockets
  • H3 Geospatial
  • Redis Queue

Payments

  • Razorpay / Stripe
  • Payment Splits
  • Escrow Logic
  • Payout Automation

Infrastructure

  • AWS / GCP
  • PostgreSQL
  • Firebase Push
  • Google Maps API

Client Impact

Real Results.

Home Services Platform

From zero to 10,000 bookings/month in 90 days.

A home services startup launched an Uber-for-cleaning platform in 8 weeks. Our matching engine reduced average booking-to-match time from 4 minutes (manual WhatsApp) to 18 seconds automatically.

React NativeNode.jsWebSocketsRazorpay
18 sec
Booking-to-Match Time
Down from 4 min (manual).
87%
Provider Acceptance Rate
Via smart matching algorithm.
10K+
Month 3 Bookings
From zero at launch.

● Success Stories

Elite Agencies Trust Us.

Verified Client Reviews on Every Engagement

Yogesh G

Yogesh G

Local Business Owner

"Our old website wasn’t generating leads. They delivered a high-performance website in just 5 days that immediately started bringing in consistent leads. Best decision for our business growth."

Project

Website Redesign for Business Growth

Budget

$5k - $15k

Duration

5 Days

Vishaka

Vishaka

Consultant & Coach

"I struggled with low conversions for months. Their custom software and web development approach transformed my website into a lead generation machine. Highly scalable and performance-focused work."

Project

High-Converting Landing Page

Budget

$10k - $20k

Duration

3 Weeks

Bhasker Y

Bhasker Y

E-commerce Founder

"We were losing customers due to poor website performance. Softwares Tech built a conversion-driven system that doubled our inquiries within the first month. Truly results-driven and professional."

Project

Ecommerce Experience Upgrade

Budget

$15k - $30k

Duration

6 Weeks

Yogesh G

Yogesh G

Local Business Owner

"Our old website wasn’t generating leads. They delivered a high-performance website in just 5 days that immediately started bringing in consistent leads. Best decision for our business growth."

Project

Website Redesign for Business Growth

Budget

$5k - $15k

Duration

5 Days

Vishaka

Vishaka

Consultant & Coach

"I struggled with low conversions for months. Their custom software and web development approach transformed my website into a lead generation machine. Highly scalable and performance-focused work."

Project

High-Converting Landing Page

Budget

$10k - $20k

Duration

3 Weeks

Bhasker Y

Bhasker Y

E-commerce Founder

"We were losing customers due to poor website performance. Softwares Tech built a conversion-driven system that doubled our inquiries within the first month. Truly results-driven and professional."

Project

Ecommerce Experience Upgrade

Budget

$15k - $30k

Duration

6 Weeks

FAQ

Platform Questions Answered.

Customer App · Provider App · Admin Panel

Ready to Launch
Your On-Demand Platform?

Book a free consultation. We'll scope your platform, estimate the MVP timeline, and walk you through the technical architecture — no obligation.

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