Majulah Solutions

Helping You Modernise and Move Forward

From intelligent AI systems to custom solutions, Majulah Solutions partners with Singapore businesses to unlock their full potential

Do More with Less

Business Process Automation

Do more with less as AI powered automation accelerates your routine tasks and unlocks new opportunities

SME Digital Foundations

Centralise 10+ desktops onto one computer and get a full software suite from SGD 0/month ready in days

Advanced Operation Planning

Make every resource count with smart planning technology that turns planning headaches into profit

Data Reconciliation Engine

Automate your recon process and validate millions of rows in minutes regardless of the data format

See Your Business Clearly

BI & Analytics Platform

Easily create real-time dashboards and reports from diverse data sources

Supply Chain Operation System

Track every item from warehouse to delivery with real-time visibility and automated workflows

Financial System Validation

Ensure system correctness with our expertise in financial systems and testing automation

Bring AI into Your Business

Private AI Hardware

Dedicated hardware for on-premise AI, giving you full control over your data and no ongoing cloud costs

Custom AI Solutions

Purpose-built AI systems for your industry from wholesale product management to e-commerce inventory management

Deploy & Integrate

Deploy private AI models directly within your office connecting them to your internal data and systems

Evaluate & Validate

Rigorous checks for output accuracy relevance and hallucination that helps you get what you need from AI

Refine & Optimise

Tune prompts chunking strategy and domain alignment to get consistent high-quality AI output

Operate & Maintain

Keep your AI current with regular knowledge base refreshes and ongoing support

About Us

Company Overview

Delivering the fruit of innovation

Our Founder

Two decades of delivering business value via innovatives solutions

Get in Touch

WhatsApp: +65 8744 3621
Email: info@majulahsolutions.com
LinkedIn: Majulah Solutions
Phone: +65 6849 5443
Address: 111 North Bridge Rd #21-01, Singapore 179098

Data Reconciliation Engine

In today's complex business environment, organisations waste up to 30% of skilled professionals' time on manual data reconciliation across systems and departments. This reduces productivity, increases errors, and delays critical business decisions.

Transform Your Data Validation Process

Our intelligent reconciliation platform automates your recon process and validates millions of rows in minutes, regardless of data format. By leveraging big data processing and hassle-free automation in a seamless solution, we transform manual checking into a streamlined and efficient process.

Business Impact

  • Reconcile millions of records in minutes instead of hours
  • 100% automated mismatch identification
  • Eliminate manual reconciliation errors
  • Free up skilled staff for higher-value work

Core Capabilities

  • High performance reconciliation
  • Automatic recon report generation
  • Root cause management
  • Web and command-line interfaces for different user profiles

Our Difference

  • Big data processing architecture
  • Universal data source compatibility (CSV, Excel, and databases)
  • Machine learning-assisted classification
  • Rapid deployment via Docker

Implementation Scenarios

Production System Reconciliation

  1. Scoping and planning
  2. Recon engine setup (for development/testing/production)
  3. Developement/testing environment setup
  4. Recon job definition
  5. Functional test case execution and corresponding recon execution (SIT, UAT)
  6. Automation of recon execution and recon break notification in production

System Upgrade Reconciliation

  1. Scoping and planning
  2. Recon engine setup (for testing)
  3. Recon environment setup (incl. adaptation)
  4. Recon job definition (incl. data mapping)
  5. Data/report generation and reconciliation (SIT, UAT)
  6. Minimal recon jobs for production go-live (optional)

Get Started

Ready to accelerate your data validation process? Whether you're planning a system upgrade or establishing ongoing production controls, our platform handles millions of records with complete accuracy. Contact us to discuss your specific reconciliation needs.