// DATA AND AI

Transform your business with data and power change with AI

We help you understand and optimise your integrated data model, showing how AI can be applied to drive new and innovative strategic benefits. With our expertise, you can leverage the benefits of data and AI to enhance business performance and deliver value for your customers.

Data-driven growth starts here

We help financial services companies leverage data for better decisions, efficiency, and compliance. From quality assessment to AI integration, our solutions give you a sustainable competitive edge, transforming your data into a powerful business tool.

Adopting a data-first approach, our data and AI capabilities extend far beyond these key services. Wherever there’s potential for innovation or optimisation, we ensure your data works smarter for you.

Quality assessment and remediation

The success of your business and your ability to ensure positive corporate and customer outcomes ultimately depends on the quality of your data. Over the years, we have partnered with multiple customers to provide Data Quality Assessment and Data Quality Remediation services, ensuring their data meets the highest quality standards.

Data migration

Successful Data Migration projects, whether they are for internal or external systems, require a deep understanding of the source data, the target data, and efficient processes. Our Data Services team has managed multiple complex data migration projects, ensuring smooth system upgrades and Financial Book transfers.

Data architecture review

Efficient data access and meaningful transparency depend on a well-structured data architecture. We have worked with numerous clients to review as-is data models and related outcomes, and recommend improved architectural models, ensuring enhanced corporate and customer outcomes.

Data compliance and remediation

It is crucial for personal and sensitive data to be compliant with industry, internal, and regulatory requirements. While data compliance can vary by industry, region, and country, we have the expertise to ensure your compliance and have fulfilled several major remediation programs to identify actions, mitigate risk, and meet regulatory rules.

AI and emerging technologies

We believe all successful AI solutions start with high quality enterprise data. We review your strategic objectives and data footprint, and then analyse how both current and emerging technologies can drive competitive advantage for your business. Our unique delivery model supports unrivalled and cost effective speed-to-value for our customers.

Offshore development

Leverage our global talent for effective, cost-efficient data and AI solutions. Our team of offshore technologists provide valuable insights to drive better business decisions and enhance project outcomes, allowing you to leverage data and AI for a competitive advantage.

The CubeMatch Approach

We create lasting impact by aligning our data and AI expertise with your unique challenges and opportunities. Our approach combines strategic insight, deep technical knowledge, and a commitment to fostering continuous improvement within your company.

Building a culture of continuous improvement

We equip your teams with the tools and mindset for continuous growth. Our approach creates an internal culture that fosters innovation, helping your business adapt quickly to industry changes and stay competitive.

Rewiring for adaptability and speed

We rewire your processes and infrastructure for greater adaptability and efficiency. This leads to faster delivery and results, keeping you ahead of shifting market demands.

Delivering change that lasts

With a strong ethos of Powering Change, our transformations are made to stick against a backdrop of continuous regulatory changes, technology advancements and competitor moves.

// OUR EXPERTISE

Make data work smarter for your financial services company

CubeMatch Group Data Services Brochure

Discover how we can drive success and align your stakeholders through improved data quality and strategic insights across our data services. Download our Data Services brochure to see how we can support your data journey and help you make smarter business decisions.

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CubeMatch Group Data Services Brochure
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Why choose CubeMatch?

The data within your business has the power to improve revenue generation and cost management. At CubeMatch, our data-first approach allows us to prioritise the strategies that will create the biggest impact and value for your business. As change portfolios become increasingly complex and diverse, our data and AI expertise makes your business fit for the future.

Power business performance

Understanding how to leverage data and AI within your business is crucial for driving momentum and powering sustainable growth.

Gain a competitive advantage

Use data and AI to improve internal processes and efficiencies that make your business more resilient and adaptable, giving you an edge over competitors.

Prioritise key strategic objectives

We’ll help you understand how your business can embrace AI to support and deliver against key strategic objectives, allowing your business to progress further and faster.

Positively impact critical KPIs

Our skilled consultants identify the most critical KPIs within your business and then implement the best strategies to improve your data quality and positively impact these KPIs.

Improved business decision-making

Gain faster and more accurate information with data and AI so you can make data-driven and better-informed decisions within your business.

Mitigate risk and ensure compliance

Our expertise in data strategy, quality, and enhancement means you can mitigate risks while effectively meeting regulatory requirements.

CASE STUDY

Turning raw data into customer intelligence and enhancing risk management

Our data analysts developed a unique capability to probe the client’s raw data, generating a comprehensive Customer Intelligence report. This report allowed us to identify key metrics through the Extract, Transform, and Load (ETL) process. From here, we could conduct deeper investigations to enhance risk management.

Read the full case study

// FAQS

Your questions answered

CubeMatch has a proven and extensive track record in supporting all areas of our clients’ data requirements. The main areas of support are:

• Defining your Data Strategy utilising both offensive and defensive methods
• Data Governance (Data Quality Standards, Data Analytics, Meta Data Management, and Data Security and Privacy)
• All areas of Data Management including: Architecture, Database Systems, Quality Control, Integration, Warehousing, Governance, and Transformation)
• Data Quality projects across all dimensions (Accuracy, Completeness, Timeliness, Consistency, Integrity, and Granularity/Relevance)
• Generative AI business use cases and project delivery
• Regulatory Data Services including compliance and back-reporting requirements

We support our clients across numerous fronts such as data quality assessment and remediation projects, data migration, data architecture and strategic reviews, and various banking data projects. CubeMatch has an unrivalled track record in supporting our clients’ data requirements and recent examples include:

• Data Migration (Loan Book Sale) – We had a team of over 40 people managing the migration of a bank’s loan book from the bank’s outsourced servicer to multiple buyers of the loan book. This included the direct transfer of data to a buyer and the management of the migration of data to the outsourced servicer for another buyer. Activities included management of files in a data room as well as the technical management of electronic system-to-system transfers. The data migrations were completed on schedule and error-free.

• Global Reference Data Services Project - CubeMatch was engaged to work on the implementation of a Global Reference Data services Project in a large investment bank. The task included a strategy for the implementation programme in the bank covering the business architecture and procedures, as well as the Technical infrastructure. CubeMatch helped the bank define and achieve its goals.

• Data Quality Review - CubeMatch provided Data Analysts to assess the quality of data related to a Tier 1 Irish bank’s mortgage books, for audit purposes. The analysts were responsible for reviewing all information relating to the loans, including categorisation of documents, identification of errors, and assessment of correct income and property values underpinning the loans. CubeMatch staff worked closely with the stakeholders and staff to ensure that the data review was completed accurately, and ahead of schedule.


Numerous other successful case studies are available upon request.

We support our clients in defining clear strategic benefits associated with both Traditional and Generative AI. We remove ambiguity to define clear use cases that drive significant value. Traditional AI can focus on pattern recognition, analysing data and performing specific tasks whilst Generative AI supports pattern creation focusing on creating new content like text, images and music. Chat GPT is a good example of Generative AI based on a Large Language Model (LLM) foundation to produce human like text.

Every change starts with a conversation.

Let's chat about how CubeMatch can drive your transformation.

Get in touch to see how we can work together to make a difference for your business.