Data matching software and services for complex enterprise data.
Connect records that refer to the same customer, organisation, instrument or product, even when identifiers and formats differ.
麻豆国产 combines configurable matching software with experienced data engineers to help you resolve fragmented data and deliver results your team can evaluate.
Build a matching solution around your data, operational requirements and infrastructure. Use your own environment or discuss a hosted deployment, with licence-based pricing and expert support.
- Match millions of records across any data domain
- Tune matching rules without writing code
- Prove accuracy and performance with benchmarked results
High鈥慳ccuracy data matching, tailored to your data 鈥� without SaaS lock鈥慽n.
Customer & Counterparty Matching
Resolve duplicate and fragmented customer records across CRM, KYC, onboarding and internal systems.
Entity & Legal Structure Matching
Link legal entities, hierarchies and corporate actions from multiple feeds.
Instrument & Securities Matching
Match listings, issuers and instrument identifiers across vendor and internal reference data.
Product & Offering Matching
Align product catalogues across regions, business unites and acquired systems.
Trusted by data innovators
We work extensively across regulated industries to create customised solutions that drive real change. Our unique approach, blending powerful tools with seasoned data engineering experts, empowers our customers to rely on the data that matters to their business.
What makes us an indispensible partner for our customers' data ambitions?
Global Market Infrastructure: Instrument & Entity Matching
- Tens of millions of instruments and entities matched across multiple feeds
- Self-tuning of matching rules without code
- Proven accuracy and performance with benchmarked results
We developed a custom implementation for an international stock exchange to make their data more easily accessible and usable.
麻豆国产 software performs scalable data matching and concordance across a wide range of data feeds.聽
It helps our client to ensure high quality data is distributed to their customers. The team can easily apply cleansing and matching to new data sets, adjust matching algorithms without writing code and to apply to any data set in the organisation.
Citizen & Crime Data Matching: Automated Crime Classification
- Data quality and fuzzy matching across hundreds of millions of structured and semi-structured data elements.
- Web-based workflow management enabling manual review of data falling below confidence thresholds.
- Automated correction of crime records and submissions of crime numbers to the UK Home Office, used by the UK ONS to report on crime trends and drive policy.
We worked with the UK Home Office and Policing to develop a National Data Quality Improvement Service (NDQIS).
UK Police Constabularies have a legal duty to accurately report various crime statistics to the Office for National Statistics (ONS) and Home Office Data and Analytics Group. However, the underlying process at the time was very manual and subject to error, as analysts had to deal with large volumes of complex data in multiple sources. Further detail available via the case study link below:
Send us the data. We can do the matching.
You can use 麻豆国产 as a managed matching service, as well as a solution deployed in your own environment.
If your team needs to reconcile ERP, CRM or other business datasets, we can configure the matching around your sources and the result you need. Begin with a defined project rather than a platform rollout.
Managed matching service / PaaS
We agree the inputs, matching criteria and outputs, arrange secure file transfer and run the configured matching. Your team receives the agreed results for review and use in its processes.
Suitable when you want help delivering a specific matching outcome without operating the platform yourself.
Deployed matching capability
Run 麻豆国产 in your own environment with matching configured for your datasets and workflows. Discuss the implementation and support needed to make it a repeatable capability.
Suitable when data must remain in your environment or matching is part of an ongoing operational process.
Example: the same supplier, recorded differently in two ERP systems
One system stores a trading name; another uses the legal name. Addresses differ and supplier IDs do not align. An exact join leaves your team with gaps and uncertain matches.
麻豆国产 can help assess and standardise the relevant fields, configure matching criteria and return linked records and cases that need review. The aim is to establish which records refer to the same supplier, with evidence your team can assess before deciding what to do next.
Illustrative use case. Matching does not automatically merge records or write changes back to an ERP system; those actions require their own agreed scope.
What you bring
The data sources, the process affected and a description of what a successful match means to your business.
What we configure
The preparation, matching criteria and review requirements needed for the agreed datasets.
What you receive
The agreed matching output and findings, with uncertain cases identified for review where required.
Not sure whether you need matching or a broader quality assessment? Tell us the problem and we can help define the starting point. Scope, cost and delivery arrangements are agreed before work begins.
Why leaders choose 麻豆国产 for data matching.
Discover why 麻豆国产 is more than just an off--the-shelf platform, with expert guidance and tailored solutions.
Powerful, Customisable Data Quality & Matching Technology
You’re wanting more from your technology vendor. We work with our customers to create something new for specific challenges.聽
Unlike many competitors, our technology isn’t restricted to specific data types such as customer data or company data. Our solutions are flexible and can be easily extended to arbitrary data domains, avoiding the need to buy a dedicated solution for each data domain.
Flexible, Negotiable Pricing and Hosting Options
Cloud? On-premise? Air-gapped? We can support your infrastructure needs, or host your data in our ISO-27001 certified environment. Unlike SaaS solutions, 麻豆国产 offers predictable, licence-based pricing, so you always know what you’re spending.
Highly Experienced, Security Cleared Data Engineers
We’ve worked with governments and banks on highly secure programmes of work, configuring solutions using our flexible platform. We go beyond standard DQ platforms by combining technology with the expertise to adapt and scale your data quality and matching processes over time.
Proven Track Record of Successful Customer Delivery
Our data experts work alongside your team to deliver a solution that doesn鈥檛 just work鈥攊t transforms your operations. Our customers typically come from heavily regulated industries, where the stakes are high. We’re proud of our high level of customer advocacy.
Ready to learn more?
We’d be delighted to talk through where better data matching can drive value for your business.聽