Know What’s Good — And What’s Not.
MatchX auto-evaluates your data across quality dimensions like accuracy, uniqueness, and completeness.
Every record gets a confidence score — so you know what to trust before it breaks anything downstream.

See What Your Data’s Been Hiding.
Profiling goes beyond summary stats — MatchX highlights anomalies, duplicates, gaps, and trends using AI and NLP.
Understand your data instantly, even if you’ve never seen it before.

Rules That Practically Write Themselves.
Use prebuilt logic or describe what you need in plain English — MatchX builds cleaning and transformation rules for you.
Validate instantly. No code required.

Bad Data, Fixed Before It Hurts.
Detect and fix typos, format issues, nulls, mismatches, and more — automatically.
Preview corrections, accept or reject at a granular level, and let AI handle the cleanup.

Matching That Adapts to Your Data.
Fuzzy logic, phonetic matching, alphanumeric handling — MatchX picks the right approach using AI.
From names to invoices, get high-confidence matching that explains itself.

Not Just Rows. Paragraphs. Pages. PDFs.
Compare scanned forms, legal contracts, invoices, and declarations down to the clause level.
MatchX finds semantic overlaps, subtle differences, and even OCR errors — so no mismatch slips through.

Live Linkage Across a Changing Landscape.
Automatically detect new, changed, or deleted records.
Link data across sources and maintain relationships with live syncs and smart refresh triggers.

Data You Can Audit and Trust.
Every change, rule, and action is tracked.
Role-based approvals and rollback ensure that data governance and transparency stay built-in.

What’s Working. What’s Broken. All Visualized.
See match accuracy, rule effectiveness, and data quality trends in real time.
Custom dashboards for analysts, ops, or execs — all powered by live insights.