Enterprise Data Quality Software
Clean, Match, and Resolve Your Data. Inside Your Infrastructure.
WinPure is an on-premise data quality software, powered by localised AI for advanced data cleansing and matching. Our modular environment allows you to de-duplicate & transform, and clean your data without it ever leaving your system. Get trusted golden records without the complexity of traditional systems.
✓Audit trail for compliance
✓Configurable match rules
✓Automation ready
Trusted by organisations including 
What is WinPure?
The Industry’s Most Recommended Data Quality Platform, Built to Fix & Transform Poor Data
WinPure consolidates profiling, cleansing, and deduplication tasks into a single, high-speed environment. By unifying the entire data quality lifecycle, it enables teams to keep the process in-house without having to rely on external tools or third-party vendors. No additional overheads, no technical debt. A data quality management platform entirely within your control.
Explore Clean & Match Enterprise →Swipe →
Profile & Insights
Get in-depth quality scores
Clean & Transform
Standardise and normalise messy data
Match & Dedupe
Cross-match files at scale
Entity Resolution
Identify relationships & resovle entities
Data Verification
Verify Global Location Data
Audit and Reporting
GDPR & Compliance Reporting
Module 01
Data Profiling & Quality Review
Understand the condition of your data before you start operational tasks like data matching, data cleansing, or migration work. This module gives teams a clear view of data quality issues across the dataset so teams can prioritise effort and make better operational decisions earlier in the process.
Module 02
One-click data cleansing & standardization
Cleaning messy data is a complex process made efficient with CleanMatrix, WinPure’s no-code data cleansing tool for field-level data standardisation. Users can clean records at field-level, transforming inconsistent source data to cleaner, more reliable datasets that support reporting, migration, and day-to-day operations.
Module 03
Resolve disparate & duplicate data with advanced AI data-matching
Duplicate and disparate identities are difficult to resolve using traditional exact-match rules alone. WinPure’s data matching tool combines deterministic and fuzzy matching logic to identify records that refer to the same entity. Users can set independent match thresholds, field weights, and review confidence scores to make decisions with clear, auditable criteria.
Module 04
Entity Resolution & Golden Record Creation
WinPure's entity resolution engine evaluates records holistically, accounting for cultural variations in name order, address formats, and field-level transpositions that fuzzy matching misses. It reads the combination of attributes across the entire record and surfaces relationships across datasets that are not visible through field-level comparison alone.
Module 05
Address Data Verification
Reduce the risks of working with unverified address data. WinPure’s data verification module validates and standardises location data against official postal databases such as including USPS CASS-certified address validation (United States), Royal Mail (UK), Canada Post, and Australia Post. It resolves partial entries, corrects formatting inconsistencies, and flags records where verification cannot be confirmed.
Module 06
Audit and Reporting
Maintain full visibility across cleansing, matching, and merge workflows with reporting designed for audit, review, and sign-off. Every run produces traceable outputs so you can see exactly which records changed, why they changed, and who approved the results.
On-premise AI Data Quality
Purpose Built AI for Secure Data Quality Operations.
Clean AI™
Reduce Manual Data Cleanup Effort by 80%
Clean AI™ recommends the right data type and cleaning configuration for each field in your dataset, while still letting you maintain control. You can modify configurations so it matches your specific data requirements. Once configured, standardise, clean and transform your entire dataset in just one click. This gives you intelligent automation without losing control and reducing cleanup time by 80%. Every transformation is auditable & reversible.
Learn about CleanAI →Match AI™
Entity Resolution That Handles Real-World Inconsistency.
Match AI™ is built for matching at scale where traditional fuzzy and deterministic logic breaks down. At millions of records, the AI reads each record as a complete unit rather than as an isolated field, surfacing relationships across datasets that deterministic and fuzzy matching miss, including transposed names, regional address formats, and culturally diverse identifiers.
Learn about MatchAI →
SmartMaster AI™
Build Master Records with Confidence
SmartMaster AI™ automatically identifies the best record within each matched group and designates it as the golden record based on a scoring decision principle. It evaluates completeness, recency, and data quality across the group and selects the highest-scoring record. Users who prefer control can define custom scoring criteria. Either way, it helps reduce the manual review of thousands of duplicate groups.
Learn about SmartMaster AI™ →
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How Much is Bad Data Costing You? Find Out Instantly.
Answer a few simple questions about your data volume, quality issues, and current approach. Get a custom report showing what bad data is costing you and how much you could save with WinPure.
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How WinPure Compares
Why Data Teams Choose WinPure Data Quality Platform Over Cloud Tools and Manual Processes
Swipe →
| Capability | WinPure Clean and Match Enterprise | Cloud DQ Tools | In-House Solution |
|---|---|---|---|
| End-to-end data quality in one platform | ✓ Profile, clean, match, resolve, verify in one workflow | — Typically single-function tools with limited end-to-end capabilities | ✗ Difficult to implement end-to-end DQ on a large scale |
| Ease of use | ✓ No-code interface, operational in one setup. | — Steep learning curve on complex platforms | — Requires SQL, scripting, or developer resource |
| Purpose-built on-premise AI | ✓ Secure, non-generative AI for clean & match | ✗ Use third-party LLMs or ML models hosted in their cloud infrastructure | ✗ Limitations in building secure, in-house AI algorithms. Reliance on LLMs |
| Entity resolution | ✓ Full cross-system entity discovery with DQM | — Limited to simple deduplication only | ✗ Requires significant amount of investment in R&D |
| Performance | ✓ 1M records in 3-5 minutes | — Estimated 20 minutes for 1M records | ✗ 36+ Hours for 1M records |
| Accuracy | ✓ 90-98% match accuracy | ✓ 85 - 95% depending on API model | — Varies, depending on script capability |
| Scalability | ✓ Handles millions of records without performance degradation | ✓ Scales well but cost increases exponentially with volume | — Manual infrastructure required to scale |
| Cost at Scale | ✓ Flat licensing (no per-record fees) | ✓ Metered pricing. API calls balloon with volume | ✗ Hidden labor and infrastructure costs |
✓ Supported — Partial or conditional ✗ Not supported
"I'm not sure if I didn't have a tool like WinPure that I could even do statistical survey jobs. Comparing files pairwise to find duplicates across 10,000 outlets, across five different sources, none of them with consistent identifiers, that is not something a survey tool can do. That is not something a spreadsheet tool can do. I would not be willing to do that by hand. WinPure has made something possible that most people doing survey work would not even attempt."
CamBright CEO, Larry Campbell
Industries
Built for Sectors Where Data Security is a Non-Negotiable
Government and Public Sector
Contact record deduplication, data reconciliation, entity resolution. Government Commercial Agency supplier.
See how →
Healthcare
Patient record matching at 95-97% accuracy across clinical systems. No data leaves your network.
See how →
Financial Services
AML entity network discovery, KYC identity resolution, full audit traceability for regulatory reporting.
See how →
Retail and E-Commerce
Single customer view, loyalty data consolidation, 1.8M+ unified customer profiles in documented deployments.
See how →
Manufacturing and Procurement
Supplier normalisation, product catalogue deduplication, ERP pre-migration cleansing.
See how → Documented Results
What Customers Achieve
Outcomes from production deployments - real data, real environments, measurable results.
UK Local Government
Luton Borough Council - Housing Migration
30s
21,000 properties matched against 100,000-record source
Legacy housing data cleaned and deduplicated. Migration completed on schedule.
Read case study →Healthcare
Multi-System Patient Record Consolidation
96%
Match accuracy across 15 source systems - <2% false positives
Vaccination records consolidated without cloud transmission. Compliant reporting delivered.
Read case study →Finance
Lead Match & Revenue Recovery
$1M+
New revenue generated from WinPure powered lead matching
Manual VLOOKUP comparisons replaced with automated fuzzy match logic. Lead generation efficiency improved by over 50%.
Read case study →Trade Compliance
Global Investment Firm - Entity Linkage
Multi-source
Cross-border customs data matched against global blacklists.
Manual verification replaced with automated multi-list matching using CleanMatrix and WinPure's matching engine.
Read case study →"One of the great qualities about using WinPure has been its speed and simplicity. We can match a large dataset of 21,000 properties against a 100,000-record source in under 30 seconds. A software tool we simply cannot recommend enough."
Alan Kirk - Information Manager, Luton Borough Council
Customer Reviews
Rated by data quality teams
Independent review platforms and customer feedback from teams using WinPure in production.
Done for You Learn more →
Your Data Quality Programme, Fully Managed by Our Team.
Some data challenges are simply too large and complex to handle alongside everything else you have running. This is where you can benefit from WinPure’s fully managed service where we work with your team on transforming your data using our data cleansing tools & data match software. You can work with us in a one-off project or as an on-going programme, all within your infrastructure.
Frequently Asked Questions
Questions We Hear from Data Teams Before They Buy
Contact Us
Start a conversation about your data.
Migration deadline, deduplication project, or compliance requirement - we will help you understand what WinPure can deliver and how quickly.
Book a Demo or Start a Trial
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