Matching Software Development Services

At AMELA Technology, we see matching software as more than just algorithms. We prioritize developing systems that are secure, transparent, and adaptable, allowing them to evolve with your organization and adjust to changing needs.
By integrating strong technical foundations with user-centric design, we assist businesses in creating platforms where connections occur naturally and reliably.

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200+ Clients
350+ Projects
200+ Employees
2+ Physical Offices
5 Rating on Clutch

Matching Software Development Services

We build platforms that connect people, resources, and information with accuracy and speed.

Marketplace & Platform Matching Solutions

We build end-to-end platforms that connect supply with demand seamlessly.
– Dating & social platforms (profile-based user matching)
– Job boards and recruitment portals (connecting skills with jobs)
– Ride-hailing and delivery apps (matching drivers, passengers, and couriers)
– E-commerce and service marketplaces (matching buyers and sellers)”

AI & Algorithmic Matching Systems

Enhance decision-making and personalization with intelligent matching.
– Machine learning–based recommendation engines
– Geolocation and proximity-based matching
– Multi-criteria matching (skills, availability, cost, preferences)
– Predictive analytics for improved pairing and forecasting.

Enterprise Resource & Operations Matching

Optimize your business operations by assigning the right resource to the right task.
– Workforce & shift scheduling platforms
– Logistics & fleet management dispatching
– Healthcare matching systems (patients–doctors, beds–resources)
– Contract & vendor allocation systems

Data Matching & Integration Services

We help enterprises maintain data integrity and operational efficiency.
– Data deduplication & record linkage (CRM/ERP)
– Master Data Management (MDM) solutions
– Fraud detection & anomaly matching systems
– Cross-platform system integration with real-time data sync

Custom Matching Platform Development

We deliver tailor-made platforms that align with your unique business model.
– Complete software design and development
– Scalable cloud-native architecture
– Secure API integration with third-party services.
– Continuous monitoring, testing, and optimization.

Key Features of Matching Software We Build

A strong matching system requires more than just algorithms. Our solutions integrate essential features that make platforms intuitive, efficient, and reliable for both businesses and end users.

User Profile Management

User Profile Management

Advanced Search & Filtering

Advanced Search & Filtering

Multi-Criteria Matching Engine

Multi-Criteria Matching Engine

AI/ML Recommendations

AI/ML Recommendations

Real-Time Notifications

Real-Time Notifications

Geolocation-Based Matching

Geolocation-Based Matching

Rating & Review System

Rating & Review System

API & Third-Party Integrations

API & Third-Party Integrations

Secure Payment & Transaction Integration

Secure Payment & Transaction Integration

Analytics & Reporting Dashboard

Analytics & Reporting Dashboard

Ready to Scale?

Flexible Engagement Models

AMELA Technology make collaboration simple with flexible models that adapt to your project’s needs:

Offshore Development Center

Staff Augmentation

Project-Based

Time & Material

Offshore Development Center

Set up a dedicated team in Vietnam to continuously build and scale your matching platform with full control and long-term efficiency.

Staff Augmentation

Extend your in-house team with suitable software expertise: developers, testers, or UI/UX designers,… to accelerate delivery without incurring additional personnel costs.

Project-Based

End-to-end development of your matching solution within a clearly defined scope, timeline, and budget – from MVPs to full-scale platforms.

Time & Material

Ideal for matching systems with evolving requirements, allowing rapid prototyping, iterative releases, and close collaboration as the product grows.

Find Your Best Fit

Matching Software Development Process

Business rules and technical execution must coincide to create a matching platform. Our workflow turns rule-based, geolocation-driven,
or AI-powered matching logic into a reliable system in real life.

01

Discovery & Requirement Analysis

We work closely with you to define business goals, matching logic, and user scenarios. This stage includes competitor research, feature prioritization, and a detailed technical roadmap.
02

Solution Architecture & UX Design

Our expertise create scalable system architecture and attractive UX/UI workflows for matching systems, including profile building, filtering, recommendation flows, and dashboards.
03

Iterative Development

We build fundamental features (matching engine, database models, APIs) using Agile, then add additional features like AI-driven recommendations, geolocation, and personalization.
04

Testing & Performance Validation

We conduct functional, security, and load testing to ensure:
High accuracy in matching results
Fast response times, even under heavy traffic
Data protection and compliance with industry standards
05

Deployment & Launch

Your platform is deployed on cloud or on-premise infrastructure, optimized for scalability and real-time performance. We also integrate monitoring tools for stability and analytics.
06

Continuous Support & Evolution

Our maintenance services, algorithm fine-tuning, and feature upgrades ensure your matching product grows with user requests and market developments beyond launch.

Technologies That Power Our Matching Platforms

We use up-to-date frameworks, AI/ML engines, and cloud-native infrastructure to make your matching software fast, secure, and scalable.
Our technological choices always reflect your business goals.

Front-end

HTML

CSS

JavaScript

Vue.js

jQuery

React.js

Back-end

Python

Node.js

Java

.NET

PHP

Ruby

Database

MySQL

SQL Server

PostgreSQL

MongoDB

MariaDB

Cloud Computing

Amazon Web Services

Google Cloud

Operating Systems

Ubuntu

CentOS

Debian

Devops

Kubernetes

GitLab

Docker

Biz - Tool

Microsoft Teams

Slack

Telegram

Why Partner with AMELA for Matching Platforms?

Our teams combine hands-on technical experience with organized development techniques to provide reliable production systems at AMELA.

1. Proven Experience

Delivered platforms across multiple industries, including marketplaces, logistics, and enterprise resource matching.

2. Custom Matching Expertise

Our team designs engines for your business logic, from rule-based filters to AI-powered recommendations. We ensure the matching method improves user experience, engagement, and business impact.

3. Secure & Reliable

Our ISO 27001 & ISO 9001 certification guarantees high-quality, data security, and compliance.

4. End-to-End Partner

Our services cover the full lifecycle: strategic consulting, product design, development, deployment, and ongoing maintenance

Businesses That Trust Us

Standards We Follow

Practical Case Studies in Matching Systems

Our experience with matching systems spans multiple industries, each with unique requirements for speed, accuracy, and scale.

View more projects

FAQs

1. How long does it take to develop a matching platform?

The timeline depends on the complexity and scope of the project. A fully featured platform with AI-driven matching system may take 6–12 months, whereas an MVP takes 3–4 months.

2. Can you build both web and mobile versions of a matching system?

Yes. We create cross-platform matching web app, iOS, and Android solutions for seamless user experiences.

3. What types of matching logic can you implement?

Based on your business model and scalability demands, we provide rule-based, geolocation-based, and AI/ML-driven matching algorithms.

Let’s Discuss Your Matching Platform

Tell us about your vision, and our experts will work with you to define the right path forward.

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