On-Demand Platform Development | SMITIV
On-Demand Platform Engineering

Build Scalable On-Demand Platforms, Not Just Apps

We architect real-time, multi-user service ecosystems — from matching engines to payment orchestration — designed for scale, control, and operational clarity.

🚗Ride-Hailing📦Last-Mile Delivery🏠Home Services🏥Healthcare🍔Food Delivery🚜Equipment Rental🏢B2B Marketplace🚚Logistics✈️Airport Transfer🧹Cleaning🚗Ride-Hailing📦Last-Mile Delivery🏠Home Services🏥Healthcare🍔Food Delivery🚜Equipment Rental🏢B2B Marketplace🚚Logistics✈️Airport Transfer🧹Cleaning

Three apps. One platform.
Complete control.

Every on-demand platform we deliver includes a customer app, provider app, and an operations dashboard — all connected in real time.

⚡ OpsCenter
📊Dashboard
🗺️Live Map
📋Jobs
🚘Providers
💰Pricing
💳Payouts
📈Analytics
⚙️Settings
Revenue
$52.8K
↑ 16%
Active Jobs
418
↑ Live
Providers
243
92% util
Avg Match
8.4s
✓ SLA
Job Volume — 7 Days
Mon
Tue
Wed
Thu
Fri
Sat
Sun
JobRouteStatus
#7241CBD → AirportActive
#7240Marina → OrchardDispatched
#7239Tampines → JurongActive

Operations Dashboard

Real-time command centre. Monitor active jobs, manage providers, track revenue, and intervene when needed — all from one screen.

9:41●●●
🚗
Provider arriving in 3 minToyota Camry · ★ 4.9 · ABC 1234
Track My Ride
9:41●●●
Good morning

Ahmad R.

● Online
Jobs18
Earned$342
Rating4.9★
🔔 NEW REQUEST
📍 Marina Bay → Changi T3
12.4 km · 22 min$34.50
Accept
Decline

Customer & Provider Apps

Two purpose-built mobile apps. Customers request and track in seconds. Providers manage availability, accept jobs, and earn — with zero complexity.

<120ms
Average match latency
50+
Platforms delivered
8yr+
Production experience
5
Global offices

Most teams think they're building a mobile app.
They're actually building a real-time operations system that coordinates people, handles money, tracks location, and makes decisions in milliseconds.

The architecture choices you make at the start determine whether it scales — or breaks. We start with the system design.

The on-demand operations loop

Six stages that run continuously. Every transaction passes through this cycle.

1

Demand Generation

Customer opens the app, defines what they need, submits a request.

2

Supply Management

Providers go online, set availability, broadcast their location.

3

Matching Engine

System pairs demand with supply — proximity, rating, business rules.

4

Payment Orchestration

Fare calculation, surge pricing, capture, commission splits, payouts.

5

Fulfilment Loop

Acceptance → navigation → status updates → proof → completion.

6

Feedback Loop

Ratings feed back into matching quality, flagging, and ops insights.

System Action

Demand Generation

Request is validated, geocoded, and entered into the matching queue. Priority scoring is applied based on member tier, urgency, and historical behaviour. The system begins scanning the supply pool before the customer even sees confirmation.

GeocodingPriority QueueUser ValidationFraud Check

Where on-demand platforms win

Each industry has different operational complexity. We build for the specific workflow.

🚗

Urban Mobility

Ride-hailing, carpooling, premium transport. Real-time matching, surge pricing, and fleet management.

High real-time complexity
📦

Delivery & Logistics

Food, grocery, parcel, last-mile. Multi-stop routing, partner dashboards, SLA tracking.

Multi-party coordination
🏠

Home & Field Services

Cleaning, plumbing, maintenance. Provider scheduling, job assignment, proof of completion.

Scheduling + dispatch
🏥

Healthcare

Telemedicine, home nursing, lab collection. Credential verification, compliance-ready architecture.

Compliance-driven
🚜

Rental & Asset Sharing

Vehicles, equipment, spaces. Availability calendars, deposits, usage metering.

Asset lifecycle mgmt
🏢

B2B Aggregation

Enterprise service marketplaces. RFQ workflows, SLA tracking, contract management.

Enterprise workflows

Five layers. One architecture.

Each layer has a clear responsibility and communicates through well-defined APIs.

👤
User Layer
Customer, provider, and admin interfaces
React NativeNext.js
Real-Time Layer
Matching, dispatch, tracking, notifications
WebSocketRedisGeo Index
💳
Transaction Layer
Payments, pricing, commissions, wallets
StripeEscrowPCI DSS
📊
Data & Analytics
Reporting, segmentation, intelligence
PostgreSQLTimescaleDB
🛡️
Admin & Governance
Controls, compliance, audit trails
RBACGeofencingPolicy

What each module does

Makes requesting a service fast, transparent, and trustworthy. Every interaction in minimum steps.

Service Request

Define need, set location, view estimate, confirm — under 30 seconds.

Real-Time Tracking

Live GPS of assigned provider with ETA and status updates.

Payments & Receipts

Card, wallet, cash. Automatic receipts and cost breakdown.

Scheduling

Book for later with reminders and modification.

Ratings & History

Rate every service, re-book previous providers.

Smart Notifications

Status-driven alerts — arrival, completion, delays.

Maximise earnings, minimise friction, full control over availability and preferences.

Availability Control

Online/offline, set hours, preferred zones.

Job Management

Route, earnings estimate, customer info before accepting.

Navigation

Turn-by-turn to pickup and destination.

Earnings Dashboard

Daily/weekly/monthly with payout schedules.

Documents

Licences, insurance, vehicle details with expiry alerts.

Performance

Acceptance, completion, rating trends.

Command centre for dispatchers, ops managers, and support to monitor and intervene in real time.

Live Map

Active jobs, provider locations, demand heatmaps.

Manual Dispatch

Override matching, reassign, handle edge cases.

Incidents

Complaints, disputes, SOS — tracked to resolution.

Revenue

Real-time revenue, refunds, commission tracking.

Provider Mgmt

Verify, suspend, onboard, compliance tracking.

Reporting

Custom reports: CSV, PDF, or direct BI connection.

Top-level config for founders and CTOs — rules, pricing, policies governing the whole platform.

Pricing Engine

Base fares, surge rules, zone multipliers, promos.

Zone Management

Operating areas, geofences, multi-city support.

Commissions

Structures, payout schedules, incentive programmes.

Access Control

Role-based permissions for every team member.

Multi-City

Independent settings — currency, language, rules.

Audit Trail

Every change logged and traceable.

The technology under the hood

📍

Geo-Location & Maps

Real-time GPS, geospatial indexing, proximity search, route optimisation, ETA.

Real-Time Dispatch

Matching in under a second — location, availability, rating, custom rules.

💰

Dynamic Pricing

Surge, time-based rates, zone multipliers — all configurable from admin.

💳

Secure Payments

Multi-gateway, tokenised cards, wallets, split payments, PCI DSS.

🔔

Notifications

Push, SMS, email — triggered by events, not marketing automation.

🔌

API-First

Documented APIs, webhooks, multi-city deployment, integration-ready.

How we deliver your platform

Six phases. No ambiguity.

Phase 1

Strategy

Business model, user journeys, feature spec, system architecture.

Phase 2

Design

Wireframes and hi-fi UI for every screen. Tested before code.

Phase 3

Development

Agile sprints. Working builds every 2 weeks. Parallel workstreams.

Phase 4

Integrations

Payments, maps, messaging, matching engine — connected & hardened.

Phase 5

Testing

Load, security, device testing. Every critical path validated.

Phase 6

Launch

App Store submission, infra, monitoring, post-launch support.

Built on proven technologies

Mobile

React NativeSwiftKotlinFlutter

Backend

Node.jsPythonGoJavaGraphQL

Cloud

AWSAzureDockerKubernetesCI/CD

Databases

PostgreSQLMongoDBRedisTimescaleDB

Messaging

Socket.IORabbitMQKafkaFirebaseTwilio

Security

OAuth 2.0JWTAES-256PCI DSSWAF

Why build with us — and
what to expect

📐

Architecture-First

We design the system before writing code. Every decision documented.

📈

Scalable Infrastructure

Built to handle 10x launch load. Auto-scaling and horizontal growth.

🎯

Operational Clarity

Every stakeholder gets the right dashboard with the right data.

🔌

Integration Expertise

Maps, payments, messaging, CRMs. If it has an API, we connect it.

🤝

Long-Term Partnership

We stay post-launch. Monitoring, scaling, iterations, advisory.

Cost & Timeline

No fixed price. Here's what determines your investment.

Number of platforms (iOS, Android, web, provider app)
Matching, dispatch, and pricing logic complexity
Third-party integrations (payments, maps, CRMs)
Multi-city, multi-language, or multi-currency
Security, compliance, and testing depth
MVP: 3–4 months. Full platform: 5–9 months. We recommend launching lean, iterating on real data. Estimates after discovery — not before.

Common questions

How is this different from a clone script?

Clone scripts are rigid. We build custom — around your model, rules, and growth. Architecture supports change; clones fight it.

What's the typical MVP timeline?

3–4 months: customer app, provider app, admin, core real-time features. Advanced features built post-launch in parallel.

Can you build for multiple cities?

Yes. Multi-city from day one — separate pricing, zones, currencies, regulations. Adding a city doesn't need a rebuild.

What if our model isn't like Uber?

Most clients aren't ride-hailing. Architecture applies to delivery, services, healthcare, logistics, rentals. We adapt.

Do we own the source code?

100%. Source code, designs, all IP. Repos set up from day one.

How do you handle real-time at scale?

WebSocket, Redis pub/sub, geospatial indexing, event-driven architecture. Thousands of connections, sub-second latency.

What payment gateways?

Stripe, PayPal, FPX, GrabPay, Razorpay, cash, wallet, bank transfer. Multi-gateway per region.

Can you integrate with existing systems?

ERPs, CRMs, accounting, fleet management, logistics APIs. API-first makes it straightforward.

What does post-launch support include?

Bug fixes, monitoring, performance, security patching, feature dev. Monthly retainers, team scales with you.

Should we discuss architecture first?

Always. Discovery before quoting gives accurate estimates. Initial consultation is free.

Discuss architecture
before development.

Start with the system design. No commitments. No templates. Just a clear technical conversation.