Your data is only as powerful as its accuracy. MatchX brings together advanced AI, automation, and human-in-the-loop workflows to transform scattered, inconsistent information
into a trusted source of truth.


Every feature in MatchX is designed to tackle the toughest data challenges — from ingestion to validation to approval.
Connect data from CRMs, ERPs, APIs, files, or even scanned documents — MatchX unifies it all seamlessly
Instantly measure how trustworthy your data is with AI-generated quality metrics and confidence scoring.
Profile every column, detect anomalies, and understand patterns before they impact business decisions.
Define, extend, or refine validation rules simply by prompting — no complex coding required.
Eliminate duplicates, errors, and inconsistencies with intelligent automation guided by AI logic.
Go beyond exact matches — MatchX uses multiple AI-driven algorithms to match records across formats, systems, and contexts.
Extract, compare, and align insights from text-heavy documents and unstructured content.
Keep records fresh and automatically link related entries across sources, revealing hidden data relationships.
Ensure trust and compliance with complete lineage tracking and easy human approval steps.
Visualize, track, and improve data health continuously with rich, AI-powered dashboards.

Models adapt instantly to your sector’s unique data challenges.

Automatically ranks and highlights the most critical fields for matching.

Selects the best-fit algorithm for each matching scenario.

Generate rules from plain-text prompts no coding needed.

Continuous scoring ensures only high-quality matches are surfaced.

Deep profiling uncovers hidden anomalies and ensures proactive fixes.
Unlike traditional tools or manual approaches, MatchX is designed to scale, adapt, and evolve

See how AI-powered data matching can redefine accuracy and trust in your organization.
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