Oct 25, 2026 v12.0.1.0

New Features

1. AdaptiveMatch™ – Next-Generation Data Matching

Automatic Algorithm Recommendations: Analyse individual columns and recommend suitable matching algorithms and configurations.
Column-Level Matching: Configure different matching algorithms for individual fields within the same matching rule.
Expanded Algorithm Library: Support for fuzzy, phonetic and string similarity algorithms, including Levenshtein, Damerau-Levenshtein, Jaro, Jaro-Winkler, Smith-Waterman-Gotoh, Token Sort and WinPureFuzzy™.
Advanced Phonetic Matching: Soundex, Double Metaphone, Cologne Phonetics, Daitch-Mokotoff, NYSIIS and Caverphone 2.
Cross-Column Matching: Identify potential matches when corresponding values appear in different columns.
Column stats now featured within matching configuation
Automatic Rule Creation: Generate matching configurations based on data characteristics.

Learn more →

MatchGraph™ – Visualise Matching Relationships

Visualise records and their relationships within matching groups.
Distinguish between different relationship types.
Display match confidence scores.
Identify designated master records.
Explore complex matching groups through an interactive graphical interface.

Learn more →

Improved Matching Performance

Re-engineered matching processes.
Faster matching and duplicate detection.
Improved handling of large datasets.
Optimised processing and memory utilisation.
Enhanced performance for complex matching configurations.

AIConnect™ – AI-Powered Integration and Automation

AI Assistant Integration
Model Context Protocol (MCP)
Bring Your Own LLM (BYOLLM)
Natural Language Interaction
REST API Connectivity

Sep 14, 2026 v11.3.2.3

Aug 24, 2026 v11.3.1.0

Aug 16, 2026 v11.3.0.0

New Features

Platform Upgraded to .NET 10

WinPure Clean & Match Enterprise has been upgraded from .NET 8 to .NET 10, moving the platform onto the latest generation of Microsoft's .NET platform.
The upgrade provides a modern technical foundation for continued improvements to performance, security, stability and future WinPure development.

Learn more →

New Frequency & Distribution Charts

Column Value Analysis has been expanded with new Frequency & Distribution charts, providing a faster visual way to understand the contents and quality of a column.
Users can quickly identify: Common and frequently occurring values, Unusual or unexpected values, Data concentrations, Outliers, Potential data quality issues and overall patterns within a dataset.
This provides a much quicker visual understanding of data before cleansing, matching or further analysis.

New Live Search Across Data Tables & Matching Results

A new ultra-fast Live Search capability has been introduced across Data Tables, Match and Match AI results.
Users can instantly search records and values as they type, making it significantly faster to locate and investigate information, particularly when working with large datasets.
Within Match and Match AI results, Live Search also makes it easier to quickly locate specific records and matched groups for review.

Default Date Option

A new Default Date setting provides greater control over how date fields are handled when data is imported.
Date Only: Dates are stored without a time component. Where imported values contain a time, the time can automatically be removed.
Date & Time: Dates retain their time component, while imported dates without a time automatically receive a default time of 00:00.
This provides more consistent date handling across datasets and reduces the need to manually standardise date values after import.

Improvements

Major REGEX Manager Pro Enhancement

REGEX Manager has received a major upgrade and is now REGEX Manager Pro, introducing a powerful library-based approach to data cleansing and transformation.
Users can now browse 20 pre-built REGEX libraries containing more than 700 ready-to-use expressions, covering email addresses, dates, addresses, postcodes, CRM data, product codes, healthcare identifiers, AI data preparation and more.
Expressions include descriptions, replacement values, sample inputs and expected results, together with a new Preview & Test capability for verifying transformations before they are applied.
Multiple expressions can also be combined into an ordered Active Expressions sequence, while custom REGEX libraries can be created, saved, loaded and reused across projects.

Learn more →

Improved Match & Match AI Reports

Reports generated from Match and Match AI have been enhanced to provide clearer and more comprehensive information when reviewing and investigating matching results.
Reports now also include a Golden Records section, reflecting the Golden Record configuration used during the matching process.
These improvements make matching outcomes easier to understand, validate and analyse.

Match & Match AI Navigation

Navigation throughout Match and Match AI has been improved to provide a more intuitive matching workflow.
Users can move more easily between matching configuration, processing and results, reducing the number of steps required when reviewing or adjusting a matching project.

Match Explanations

Match Explanations have been enhanced to provide clearer insight into how matching decisions were reached.
Users can more easily investigate the matching features, confidence information and resolution process behind matched records, providing greater transparency when reviewing Match AI results.

Match AI – Export Mapped Records

A new Export Mapped Records option has been added to Match AI.
Users can export the mapped records used during the matching process for deeper investigation and diagnostics.
This is particularly useful when investigating unexpected matching behaviour or when additional technical information is required to diagnose a matching query.

Record Counts Added to Match Result Tabs

Match and Match AI result tabs now display the record count directly within each tab title, providing an immediate overview of matching results.
Users can see the size of each result category without having to open individual tabs, making it quicker to understand and navigate the outcome of a matching process.

Live Transformation Preview

The Live Transformation Preview has been enhanced to give users greater control when testing data cleansing transformations.
Users can now easily adjust the number of records included in the preview and instantly refresh the results using the selected preview limit.
This makes it faster and easier to test transformations against smaller or larger data samples, while making the current preview limit more visible and accessible directly within the transformation workflow.

Licensing Technology

WinPure's underlying licensing technology has been updated and improved.
The changes provide greater reliability and compatibility while modernising the licensing foundation used by the WinPure platform.

Jul 27, 2026 v11.2.0.2

New Features

1. Added Insights & Recommendations™ to Data Quality Insights
Introduced the new Insights & Recommendations™ panel within Data Quality Insights.
Automatically analyses your datasets and identifies common data quality issues, including completeness, validity, formatting inconsistencies and statistical anomalies.
Provides prioritised recommendations to help improve data quality before cleansing or matching.
Learn more →
2. Added Match Explanation™ to MatchAI
Introduced Match Explanation™, providing transparent, explainable AI for entity resolution.
Users can now view how and why two records matched (or did not match), including confidence score badges and the reasoning behind every decision.
Available within:MatchAI - All Matches
MatchAI - Possible Duplicates
MatchAI - Possibly Related
Added a new setting allowing administrators to enable or disable Match Explanation processing depending on performance or auditing requirements.
Learn more →
3. Added Golden Record Identity™ to MatchAI
MatchAI now supports Golden Record Identity™, enabling persistent identities to be assigned to resolved entities.
Golden Record IDs remain consistent across future matching runs, making it easier to track entities over time and support incremental data loads.
Improves downstream integration with CRM, MDM, analytics and reporting systems.
4. Added "Master Records Only" View
Added a new Master Records Only tab to:Match
MatchAI
Automation
Allows users to quickly view only the surviving master records without displaying duplicate or related records.
Simplifies exporting, reporting and creating trusted Golden Record datasets.

Improvements

5. Improved Excel Export
Fixed an issue that could cause Excel exports to fail when exporting results from:Possible Duplicates
Possibly Related
Exporting large match result sets is now more reliable.
6. Enhanced MatchAI Execution Log
Expanded the MatchAI execution log with significantly more diagnostic information.
The log now provides greater visibility into each stage of the entity resolution process, making it easier to:Monitor processing progress
Troubleshoot matching runs
Understand processing times
Support auditing and technical diagnostics
7. Improved Multi-Table Selection Experience
Enhanced the table selection interface for MatchAI.
Selected tables are now displayed using a green highlight for improved visibility.
Added a new visual status icon indicating whether a table is included in the next processing run.
Makes configuring multi-table matching projects clearer and reduces the chance of accidentally processing the wrong tables.

General

This release focuses on improving explainability, usability and enterprise-scale entity resolution by introducing AI-powered data quality recommendations, transparent match explanations, persistent Golden Record identities and a more streamlined workflow for multi-table matching and master record management.

Jul 8, 2026 v11.1.1.0

Jun 15, 2026 v11.1.0.3

May 11, 2026 v11.0.5.1

May 5, 2026 v11.0.4.5

Apr 27, 2026 v11.0.4.2

Apr 10, 2026 v11.0.3.5

Mar 24, 2026 v11.0.1.3

New Features

UI - New Navigation & menu bars, auto adjusts for smaller screens.
UI - New project tiles with added information & project progress icons for quick reference.
UI - New startup screen for new users.
IMPORT - New section for AI Type to automatically determine the column types & patterns.
CLEAN - Added New Clean AI™ - One click data cleaning.
CLEAN - New Data Quality Insights.
CLEAN - Added MAP AI configurator.
CLEAN - Added New REGEX Manager - including load/save and run multiple patterns.
CLEAN - Gradient colour added to all bars.
MATCH - New SmartMaster AI™ - Determines the best (or golden) record in each matching group.
MATCH - Results - Added Align Matching Columns & Move Empty Columns to the End.
MATCH - NEW Report - Including clear, consistent summary KPIs with real summary Insights (clearly explains what it means and what to do next)
MATCH AI - New Report - Including clear, consistent summary KPIs with real summary Insights (clearly explains what it means and what to do next)
AUTOMATION - Added full Calendar views on automated tasks (Daily, Monthly, Yearly & Agenda)
AUTOMATION - Added move final data results to within project.
AUDIT & COMPLIANCE - Added User name and improved exported report

Improvements

MATCH - Improved the look with new gradient colours, icons & fonts.
MATCH AI - Faster initialization (startup).
MATCH AI - CPU and Latency Performance improvements.
MATCH AI - Enhanced scoring logic for PO boxes, house, and unit numbers.

General

UI - 2026 Theme, new modern interface, new fonts & icons.
UI - Dark Themes & alternative light themes available in all editions.
UI - Recent Projects menu visable across all modules.
DATA - Data Section now becomes Data Hub.
DATA - Import/Export - New favourites function to display only required data connectors
CLEAN - Address Parser with full Global Address Parsing available on Demo.
CLEAN - Live Data Preview windows highlights all values which will be changed via the Clean Matrix & AI.
MATCH - Configuration - New buttons/icons and improved layout.
MATCH - Results - New buttons/icons and improved layout.
MATCH - Matching algorithms improvement.

Nov 25, 2025 v10.4.4.0

Nov 10, 2025 v10.4.2.1

Oct 26, 2025 v10.4.1.5

Oct 14, 2025 v10.3.0.5

Oct 6, 2025 v10.3.0.3

Sep 26, 2025 v10.3.0.2

Aug 4, 2025 v10.2.6.3

Jul 30, 2025 v10.2.6.1

Jun 9, 2025 v10.2.5.5

Jun 2, 2025 v10.2.5.2

May 14, 2025 v10.2.5.0

May 5, 2025 v10.2.4.0

Apr 7, 2025 v10.2.3.0

Mar 30, 2025 v10.2.2.2

Mar 26, 2025 v10.2.2.0

Feb 14, 2025 v10.2.1.2

Feb 2, 2025 v10.2.1.1

Jan 27, 2025 v10.2.1.0

Nov 18, 2024 v10.1.6.1

Oct 31, 2024 v10.1.6.0

Oct 21, 2024 v10.1.5.0

Sep 30, 2024 v10.1.4.1

Aug 20, 2024 v10.1.3.1

Jul 29, 2024 v10.1.3.0

Jul 22, 2024 v10.1.1.0

Jul 8, 2024 v10.1.0.2

Jun 6, 2024 v10.0.1.8

Apr 22, 2024 v10.0.1.0

Apr 1, 2024 v10.0.0.0

Improvements

All Editions - New - Data Matching engine v2, featuring enhanced and faster data matching. All Editions - New - Data Matching rules improvment All Editions - New - Global Address Parsing: This new feature splits global addresses into the following component parts.

General

All Editions - New - Entity Resolution (Entity AI) module featuring:
Entity-Centric Learning - WinPure ER will retain history and attribute variations for each entity as it resolves new records against existing entities e.g., learning every name, address and phone variation. Over time, based on the accumulated variations, the software learns nicknames, alternative email addresses, common typographical errors, etc., including intentionally fabricated information. WinPure ER uses its entity-centric learning when comparing records during ER. Entity-centric learning is what allows it to make higher quality ER decisions than most other systems that use the more popular, but very basic, record-to-record matching. This is critical for catching clever criminals.2.
Global name recognition – IBM Global Name Management comparison technology is built into WinPure ER software. This culturally-aware name library, pretrained on 800M global names, was created over decades by a team of linguists at a cost of tens of millions of dollars. WinPure ER immediately understands synonyms e.g., Bob and Robert or Elizabeth and Liz, and transliterations e.g., Mohamed, Mohammed, Mhd and dozens of other spellings. It also resolves names across different alphabets and scripts, e.g., Arabic, Mandarin and Roman. We have a similar function in the Knowledge base Library which cover 950 names, so this is quite significant!
Global address comparison – WinPure ER uses global address parsing and normalization, to assess address similarity with uncanny precision and wrapped with custom logic that provides exceptional matching accuracy and eliminates the need to pre-parse address data prior to loading. Although this is tied into the EntityAI, we will be able to use this eventually on the Split/Addresses, to replace our current US address split feature.
Anomaly Detection - WinPure ER actively tracks feature statistics in real time as it resolves and relates entities. Based on the information it has seen to date, the software keeps detailed statistics about its entity repository, e.g., it contains approximately 150M males, 500 people with the same DOB, and exactly seven people who have lived at 123 Main Street.
house: venue name e.g. “Brooklyn Academy of Music”, and building names e.g. “Empire State Building”
category: for category queries like “restaurants”, etc.
near: phrases like “in”, “near”, etc. used after a category phrase to help with parsing queries like “restaurants in Brooklyn”
house_number: usually refers to the external (street-facing) building number. In some countries this may be a compount, hyphenated number which also includes an apartment number, or a block number (a la Japan), but libpostal will just call it the house_number for simplicity.
road: street name(s)
unit: an apartment, unit, office, lot, or other secondary unit designator
po_box: post office box: typically found in non-physical (mail-only) addresses
postcode: postal codes used for mail sorting
suburb: usually an unofficial neighborhood name like “Harlem”, “South Bronx”, or “Crown Heights”
city_district: these are usually boroughs or districts within a city that serve some official purpose e.g. “Brooklyn” or “Hackney” or “Bratislava IV”
city: any human settlement including cities, towns, villages, hamlets, localities, etc.
state_district: usually a second-level administrative division or county.
state: a first-level administrative division. Scotland, Northern Ireland, Wales, and England in the UK are mapped to “state” as well (convention used in OSM, GeoPlanet, etc.)
country: sovereign nations and their dependent territories, anything with an ISO-3166 code.
All Editions - New - Improved licencing across all editions All Editions - New - Updated loading screen, registrations & Logo

Clean & Match Changelog

New v12 – The Next Generation of Intelligent Data Quality

New Features

1. AdaptiveMatch™ – Next-Generation Data Matching

MatchGraph™ – Visualise Matching Relationships

Improved Matching Performance

AIConnect™ – AI-Powered Integration and Automation

New Improvement Fix Version 11.3.2.3

New Features

Improvements

Fixes

Improvement Fix Version 11.3.1.0

Improvements

Set Master Records

Matching Configuration Insights

Match and Match AI Reports

Fixes

New Improvement Summer Update Part 2

New Features

Platform Upgraded to .NET 10

New Frequency & Distribution Charts

New Live Search Across Data Tables & Matching Results

Default Date Option

Improvements

Major REGEX Manager Pro Enhancement

Improved Match & Match AI Reports

Match & Match AI Navigation

Match Explanations

Match AI – Export Mapped Records

Record Counts Added to Match Result Tabs

Live Transformation Preview

Licensing Technology

New Improvement General Summer Update

New Features

Improvements

General

New Improvement Fix Version 11.1.1.0

New Features

11.1.1.0

Improvements

Fixes

Improvement Fix General Version 11.1.0.3

Improvements

Fixes

General

New General Version 11.0.5.1

New Features

General

New Improvement General Version 11.0.4.5

New Features

Improvements

General

New Improvement General Version 11.0.4.2

New Features

Improvements

General

New Improvement Fix General Version 11.0.3.5

New Features

Improvements

Fixes

General

New Improvement General Major Upgrade 2026

New Features

Improvements

General

New Fix General Version 10.4.4.0

New Features

Fixes

General

Fix General Version 10.4.2.1

Fixes

General

New Improvement Fix General Version 10.4.1.5

New Features

Improvements

Fixes

General

Improvement Version 10.3.0.5

Improvements

General Version 10.3.0.3