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

What MatchX Does

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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. 
Dashboard showing document matching with 95% content, 100% metadata, and 100% schema similarity results.
Dashboard showing cleaning history with issues found, fixed, and 3% quality improvement on dataset.
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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. 
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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. 
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What MatchX Does

Flowchart showing data process steps: ingest, profile & score, clean & correct, link, match, approve, monitor.

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
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Explore Industries

Security You Can Count On

Fits Right Into Your Tech Ecosystem

Milestones that Define Our Success Story

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Snowflake company logo with blue geometric snowflake icon above lowercase text.Four overlapping rounded square outlines in red, green, blue, and yellow on black background.Salesforce logoGraphQL logo with stylized connected nodes forming a hexagon on the left.RabbitMQ logo with orange rabbit icon and text on a black background.Google Sheets icon with a green sheet and table grid symbolWorkday logoApache Kafka logo with connected circles design and the word kafka.
Snowflake company logo with blue geometric snowflake icon above lowercase text.Four overlapping rounded square outlines in red, green, blue, and yellow on black background.Salesforce logoGraphQL logo with stylized connected nodes forming a hexagon on the left.RabbitMQ logo with orange rabbit icon and text on a black background.Google Sheets icon with a green sheet and table grid symbolWorkday logoApache Kafka logo with connected circles design and the word kafka.

Why choose MatchX

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

Find us on

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