• MatchAI – Added Latitude & Longitude
• MatchAI – Improved Results Menu Bar
• Match – Improved Results Menu Bar
• DATA – Added new Connect button onto database connectors
• Various other fixes & improvements

• DATA – Import Databases – Improvement – New option for Load/Save Database Connections, New SQL tab section, New SQL Editor for custom SQL scripts with Load, Save and Run SQL options.
• Various fixes & improvements

• MatchAI – Improvement – Improved indexing to make matching faster
• MatchAI – Improvement – CJK (Chinese, Japanese, Korean writing systems) cross-script matching for names and addresses
• MatchAI – Improvement – Added regional address models for superior parsing
• MatchAI – Improvement – Enhanced DOB scoring
• MatchAI – Improvement – Enhanced ambiguous detection and processing on nameless entities
• Various fixes & improvements

• Improved Audit Log now included Usernames

• Minor fix to a registration issue​

• New Audit Log module –  Once activated by admin, will automatically record all data changes made within the application. Provides full transparency and traceability of data modifications, providing a vital layer of oversight for organizations with strict data governance or compliance requirements. Includes intelligent filtering and search, export & documentation and performance monitoring with immutable security.
• Introducing SmartMaster AI – WinPure’s advanced, AI-powered engine that automatically assigns the true golden record within each matching group. Harnessing intelligent scoring algorithms, it analyzes duplicate and near-duplicate records to assess their completeness, consistency, and reliability.
• Improved Automation/Log report by adding new menu bar for refreshing, filtering and exporting.
• Improved MatchAI Types & Auto Mapping Configuration.
• Improved MatchAI performance across multiple tables.
• Fixed refresh issue on WordManager when using just 1 update.
• Fixed XML file issue.
• Other minor fixes & improvements.

MatchAI – Improvement – Internal matching 40% faster

MatchAI – Improvement – Enhanced the company name searches, improved performance across postgress & sqlserver.
All Editions – Match – Improvement – Improved the fuzzy matching speed across multiple tables
All Editions – Improvement – Improved some of the visuals and user experience on some of the screens

Automation – Improvement –  Changes to how the logs are analyzed
Automation – Improvement –  Fixed issue for stop on fail flag

MatchAI – Improvement – Enabled multi options for all non-matches views
All – Fixed – Resolved issue converting GUID into TEXT when using SQL Server databases

MatchAI – New – Added Across Tables views
Match – Improvement – Significant speed improvements using direct compare (exact match)
Match – Improvement – Replaced “Across Tables Only” with “Match Against Trusted Source”
Knowledge Base Library – Improvement –  Added Save and Substitute values
​

MatchAI – Improvement – Extended logging capabilities with added performance tracking logs
Automation – Improvement – Support for overlapping project times
Automation – Improvement –  Improved control over automation schedule start times
All – Fixed – Resolved issue where the matrix was occasionally clearing after refreshing
MatchAI – Fixed – Export issue resolved for “possible related” and “possible duplicates” views
MatchAI – Fixed – Fixed refresh issue for analysis/review count in MatchAI

Demo – Improvement – Increased demo limit to 500k across 5 tables.
Demo – Improvement – Increased Match AI limitation to 500k.
Enterprise – Improvement – Improved automation scheduler
MatchAI – Improvement – Added 3.12.6 SZ API
MatchAI – Improvement – Improved delete performance
MatchAI – Improvement – Optimized distinct address parsing
MatchAI – Improvement – Improved error handling for invalid prepared statement error messages
MatchAI – Improvement – Improved scaling with multiple SQLite files
MatchAI – Improvement – Improve caching of prepared statements on all databases to reduce resources and encourage replanning
MatchAI – Improvement – Enhanced MSSQL error retries and logging on certain errors
MatchAI – Fixed – Under rare data errors, a read-only operation might attempt to write to the database and error
MatchAI – Fixed – A rare issue where unstable database connections can cause a segfault

All Editions – Improvement – MatchAI using CORD’s will now eliminate requirement to use “Automap”
All Editions – NEW – Added filter/search on database tables/queries
All Editions – NEW – Added ability to widen database table name window

All Editions – Improvement – Automation Scheduler performance improvement
All Editions – NEW – Added JSON Lines (JSONL) File format compatibility
All Editions – NEW – Feature to import Collection of Relatable Data Files (CORD’s) into MatchAI

All Editions – FIX – Re-located Export Unique Values button
All Editions – NEW – Log file is now daily and creates archive folder
All Editions – NEW – Minor UI improvements & Bug Fixes​

All Editions – NEW – Clean – Improvements to Pattern Manager
All Editions – NEW – Clean – Improvements to Word Manager

All Editions – NEW – Data – Import/Export to IBM Db2
All Editions – NEW – Data – Filtered Data > Move to Data
All Editions – NEW – Clean – NEW Pattern Manager/Configurator
All Editions – NEW – Match – New duplicate button to select matching records from non-matches
All Editions – NEW – Match – Additional option on Set Master Records – Most Common value
All Editions – NEW – MatchAI – Added Phone Ext
All Editions – NEW – Automation – Additional option to stop on fail
All Editions – NEW – Minor UI improvements
All Editions – FIX – Exports GroupID’s on matching results

All Editions – Fix – CANCEL option fixed when opening projects from right menu

All Editions – New – Added Rule Logic Option button for more control over data matching rules – Direct or Mixed:

• Direct Mode
  In Direct mode, the software checks each data matching rule one at a time, in the order you’ve set. This order can affect the results, so it’s important to carefully arrange the rules at the start to get the best match. You can also now drag and drop to rearrange the rules if required.  This mode allows for more control over how matches are found but requires some attention to rule ordering.
• Mixed Mode
  In Mixed mode, all the data matching rules are checked at once (similar to how an SQL “OR” statement works), so the order you set is less important. This mode is useful if you don’t need precise control over rule sequence, though it may take a bit longer to process due to the simultaneous checks.

All Editions – New – Added Senzing JSON File format to enable instant column mapping.
All Editions – New – Minor Fixes & GUI Improvements.

Enterprise Edition – New – Added MatchAI onto Automation module
All Editions – New – Minor Fixes & GUI Improvements

All Editions – New – Minor Fixes & GUI Improvements

All Editions – Improvement – Knowledge Base Library now contains Load/Append option
All Editions – Added – MatchAI now contains SQL Server direct connector option

All Editions – Updated – EntityER module now changed to MatchAI
All Editions – Improvement – Match Summary results updated for each matching view.
All Editions – Improvement – Possible duplicates auto removed if selected to move into matching set
All Editions – Improvement – Postgres connectivity to MatchAI improved optimization
All Editions – Improvement – Automation now updated to v10 from v8

All Editions – Updated – Entity Resolution v3.10 Engine.
All Editions – Improvement – Entity Resolution 40% speed increase.
All Editions – New – Added options (project settings) to connect directly to Postgres or SQLServer when running Entity Resolution.
All Editions – New – Added “Select All” on all Entity Resolution views.
All Editions – New – Minor Fixes & GUI Improvements including removing some temp files if ER is stopped.
All Editions – New – Added Reginitializer & VC_Redist(14.40)

All Editions – New – Minor Fixes & GUI Improvements

All Editions – New – EntityAI Auto Mapping configuration Editor
All Editions – New – EntityAI Possible Duplicate & Relationship additional options
All Editions – New – EntityAI  Load & Save individual mapping files

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.

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.

• • • • 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