M&S Money is a leading
Like all financial services providers, M&S Money had the challenge of readying its information environment to comply with the Basel II Capital Accord by 1 January 2007. In doing so, the company wished to accomplish a number of operational benefits, namely the assurance of customer data accuracy, reduction of time taken to complete business analysis and increase assuredness in the quality of data.
M&S Money therefore planned and delivered a data quality project to ensure compliance with Basel II, which necessitates the tracking and reporting of ongoing exposure to credit, market and operational risks, and introduced improved data management practices across the company.
Besides the compliance requirements, there were broader data management benefits that the company wished to accomplish. These centred on the need to avoid potential customer frustration caused by inaccurate data, enabling the company to undertake business analysis and, therefore, sales activities with greater confidence. In the company’s own words, it wanted to ensure that customers were given “no surprises” when approached about new products and services.
M&S Money’s attitude to selling to Marks and Spencer customers has always been that if it was not completely confident about data accuracy, and therefore a customer’s likely interest, it would not approach them at all, rather than risk any frustration. Enhancing data quality would therefore drive improved business analysis and sales practices.
M&S Money has grown significantly since it was founded in 1985 and
Basel II is a demanding piece of legislation that requires extensive expertise and sophisticated data management capabilities if the quality and integrity of data is to be consistently assured. M&S Money therefore needed to deliver a data quality initiative that ensured data was managed according to a set specification throughout the whole information environment, imposing quality controls at many points throughout the architecture while retaining centralised control and management.
“We cannot ever risk upsetting a customer because of problems with our data,” said Neil Hershaw, Information Management Officer for M&S Money. “Basel II’s compliance deadline presented us with both a challenge and an opportunity – delivering high quality data to ensure successful risk management, but also improving our data to drive improvements in many other areas of our operations.
“Basel II sets the bar high on required data management practices. Compliance dictates the ability to correlate a significant history of consistent, accurate and granular data. Equally, as an organisation we wanted to ensure we could always undertake quantitative measurement of our data to be utterly assured of its accuracy,” he said.
M&S Money chose the Informatica PowerCenter data integration solution as the cornerstone of its project. The Data Quality and Data Profiler modules were specifically selected to assure the quality of data input and extraction from its Oracle datawarehouse.
Given the impending Basel II deadline, M&S Money created a specification in mid-2004 for a data quality initiative that would meet the regulatory requirements and the Financial Services Authority (FSA) mandates upon it, as well as delivering a platform for enhanced organisation-wide data quality management. Informatica was chosen because of PowerCenter’s technical attributes, its scope for customisation and its ability to integrate a multitude of disparate data feeds.
“There was obviously the need to satisfy the data quality elements of Basel II, but also taking this enhanced overall approach to data management would give us greater confidence in our activities to create sales and therefore help drive competitive advantage in the market,” said Mr Hershaw.
The primary operational driver was that M&S Money needed to be constantly ‘aware’ that its data was of the appropriate quality and that it could always demonstrate clear management of the data. The new platform’s Data Quality and Data Profiler were deployed as a data quality management platform alongside the datawarehouse to ensure that data feeds comply with the required quality levels ensuring that BI data remains wholly accurate. Equally, the solution had to support M&S Money’s new data management procedures that were introduced as part of the project, so that any changes which could negatively impact quality would be immediately addressed and nullified.
In creating this calibre of data quality management platform, the company also had to consider the need to assure the sustained accuracy of data derived from third party feeds, such as those from insurance policy providers. Again, the new software provided the required support for these disparate data feeds and therefore enabled all data quality to be managed within a single framework.
The methodology for the project began with defining data quality rules for the relevant files and tables, coding those rules, running the data, then analysing the data and creating an action plan for quality assurance. Having now completed the project, data quality levels are evaluated formally on a quarterly basis.
“We evaluated several potential solutions and chose [the winner] because it has vast experience in Basel II compliance and was the right solution for our needs. [It] offered ease of use, support for our existing IT environment and the ability to be customised to meet our precise requirements. We needed to ensure that all data feeds, be they internal or external in origin, were in line with our quality specifications. The [new] platform has given us the ability to provide that assurance to our business and to enable our analysts to create rules for how the data should be treated, without having to consult a programme or make changes to our systems,” said Mr Hershaw.
The main driver for the business was compliance with Basel II’s stipulations, which was completed successfully a year ahead of the deadline. In doing so, the company has created an assured level of data quality that has enabled it to undertake business analysis and financial reporting with greater confidence. A further gain has been the reduction of the analysis cycle by up to 40%, meaning faster comprehension and validation of information through less time needing to be spent assessing the accuracy of the data.
M&S Money’s IT team is now able to provide quantitative measurement of the data held by the organisation, which was a broader goal of the initiative. For a financial services company, that resource has proven to be invaluable in providing the ‘engine room’ that drives business development.
Once the new system went live, it took business analysts just four days to develop 20 Basel II business rules on the fly, deliver a data accuracy scorecard, create profiles on account history tables and develop other business rules that were then added to the scorecard.
“Basel II has been a blessing in disguise. Improved data quality and the ability to measure that quality has impacted our business for the better in several areas,” said Mr Hershaw. “It is clear that business analysis has benefited, but also there are factors such as how we evaluate our sales and marketing. We are now able to ascertain with confidence what activities have caused a sale.
“We live by the mantra that customers must be presented with no surprises, but we also experienced no surprises of our own in meeting the requirements of Basel II. It was a tough assignment but the detailed planning and execution enabled us to minimise the scale of the challenge. We’re now even more confident that we will always deliver on our commitments to customers and can assure high levels of data quality to assist in running our business,” he said.
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