The Fastest Way
to Fix Your
Data Problems

AI-powered data clean-up and document matching that turns your
messy data into seamless, accurate insights you can trust at scale
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Document Matching

Your AI Powered Data Matching &
Quality Management Platform 

In our AI-driven world, data is your most valuable asset but only when it’s clean, connected and trusted. MatchX is an end-to-end, AI-powered platform that transforms fragmented, inconsistent and unstructured data into a reliable, unified and AI-ready resource. Whether it’s customer data, financial records, healthcare registries or public sector information, you can cleanse, validate, match and standardize data of any file type.

✖  Before
Fragmented data sources
Manual cleaning processes
Low confidence in accuracy
Time Saved
85%
✔  With MatchX
Unified data ecosystem
Automated AI-powered cleansing
99.9% accuracy confidence

What MatchX Does

Intelligent Entity, Document & Hierarchical Matching

MatchX resolves entities across systems, documents, signatures, and complex parent–child hierarchies. From supplier networks to citizen records, it delivers high-precision matching with confidence scoring and signature-level validation. 

AI Cleaning Agents & Advanced Data Validation

Autonomous AI Cleaning Agents detect inconsistencies, reshape fields, apply business-rule transformations, and validate data across 85+ countries. From address verification to ID validation, MatchX prepares datasets for AI-ready operations. 

Enterprise Governance, Explainability & Automation

Role-based approvals, SLA reporting, audit trails, lineage tracking, scheduling, and real-time dashboards ensure full transparency and control. Built on scalable PySpark pipelines for high-volume enterprise performance. 

What MatchX Does

Let AI Do the Heavy Lifting

Anomaly & Algorithm Detection
Quality Confidence Scores
Column Prioritization
Industry Selection
Match Document & Paragraph
Prompt based rule generation

Use Case by Industry

February 19, 2026

Banking & Insurance

  1. Match supplier, vendor, and product records
  2. Identify duplicates and prevent fraud in real-time
  3. Reconcile statements, contracts, and application forms
February 19, 2026

Healthcare & Life Sciences

  1. Consolidate patient data for unified health records.
  2. Optimize clinical trials with clean, reliable datasets.
February 19, 2026

Energy & Utilities

  1. Manage assets effectively with integrated operational and geospatial data.
  2. Improve billing accuracy to enhance customer satisfaction.
February 19, 2026

Manufacturing & Supply Chain

  1. Match supplier, vendor, and product records
  2. Reconcile delivery documents and inventory logs
  3. Link POs, GRNs, invoices across siloed systems
February 19, 2026

Government & Public Sector

  1. Link citizen identities across departments
  2. Match scanned forms, affidavits, and legacy documents
  3. Support national-level data standardization and transparency

‍

February 19, 2026

Retail & E-Commerce

  1. Create a single view of customer across POS, CRM, and online platforms
  2. Deduplicate supplier and product master data
  3. Match invoices and shipping documents to avoid leakage
Explore Industries

Security You Can Count On

Global Compliance
End-to-End Encryption
Multi-Factor Authentication
Audit Trails
Secure Infrastructure
Approval Workflows

Fits Right Into Your Tech Ecosystem

Milestones that Define Our Success Story

Why choose MatchX

Slash manual review time by 60%
Improve match accuracy up to 95%
Empower business teams with no-code tools
Empower business teams with no-code tools

Find us on

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Ephicient logoEphicient logoEphicient logoEphicient logoEphicient logoEphicient logoEphicient logoEphicient logoEphicient logoEphicient logoEphicient logoAriseHealth logo

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Reduce Errors? Be Happy?

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