Businesses today struggle with incomplete, inconsistent, or unlinked data across systems which slows operations, analytics, and compliance. MatchX solves this with a powerful, enterprise-ready platform that automates data ingestion, AI-Based Profiling, cleaning, and matching. 

With robust support for structured datasets and unstructured documents (PDFs, images), real-time workflows, and a Validation Library of over 200+ prebuilt rules, MatchX empowers data stewards, analysts, and business teams to make faster, more confident decisions. Whether you’re resolving duplicates, linking disparate sources, or maintaining high data hygiene, MatchX delivers unmatched precision and efficiency. 

MatchX is designed to deliver clean, connected, and trusted data by leveraging: 

• AI-Powered Profiling: Goes beyond basic checks to include Semantics Analysis (PII flagging) and an AI Assistant (interactive Q&A) for deep data understanding. 

• Next-Gen Matching: Utilizes deterministic, probabilistic (Splink), and content matching (Cosine Similarity, TF-IDF) to link all related records, including documents. 

• Automated Governance: Ensures compliance and accountability with Multi-Level Tenancy, role-based Approval Workflows, and comprehensive, immutable Audit Trails.