You know that you can only build a strong house on strong foundations, and so it is that in business, you can only build strong decisions on strong data. Unless you trust your data, how can you ever be confident of your strategic decisions?
At Projective Group, we appreciate and understand that data quality will always be of primary importance to your business. Think about it; you may deal with data from multiple sources, data created on different systems or data imported by multiple users. Each of these factors will ring alarm bells when you come to take decisions based on data that could potentially be riddled with errors.
Sir Tim Berners Lee highlighted more than a decade ago that “data is precious and will last longer than the systems themselves”1 – another reason why you should strive to achieve the best possible data quality.
Poor quality data, including data that is inaccurate, incomplete, or out of date, is data that is not fit for purpose and can ultimately cost you time and money.
To demonstrate the importance of data quality for every organisation, let’s start by considering each of the main dimensions that define data quality.
Apart from these ‘Big Six’ there are other dimensions that you may need to consider depending on how your data is stored. One of them is an integrity check, which is the comparison of data between multiple tables to ensure they should be there and demonstrates that the primary default relationships within a data set exists. Also, traceability, which helps you to check if your data is traceable all the way back to source.
The DQ dimensions listed above show clearly how integral the quality of your data is to your company’s success. Everyone within your organisation needs access to quality data to make informed decisions to do their job efficiently and benefit the business more widely. Forecasting accurately a return on investment can only be achieved by basing it on a data set that is of good quality.
The problems of relying on poor quality data are numerous. There may be regulatory and compliance problems. There is the danger of failing to deliver on SLA (service level agreements) when using poor quality data and having to rerun a report either because of missing or incorrect data values.
Data quality is of huge importance to your business because it underpins good decisions, helps you to make sure that you are meeting your regulatory and compliance obligations and have confidence that you can use your data to achieve the best possible return on investment.
Poor quality data, including data that is inaccurate, incomplete, or out of date, is data that is not fit for purpose and can ultimately cost you time and money. This is an avoidable risk that you cannot afford to take.
Managing data quality is achieved through a cycle of four steps – discover, define, standardise and monitor. You run through each step of the cycle, and then repeat it.
Data quality is of huge importance to your business because it underpins good decisions, helps you to make sure that you are meeting your regulatory and compliance obligations and have confidence that you can use your data to achieve the best possible return on investment.
Implementing the DQ dimensions required to achieve data quality and continuing to monitor the quality of your data by following the cycle of discovery, definition, standardisation, and monitoring will help to ensure that you keep your business in the best possible shape.
Think of it as a regular health check for your data.
Want to find out how your data stands up? Get in touch with us today to discuss your data challenges and the solutions we can implement to make the most out of your data. We would be delighted to work with you on an initial Data Maturity Assessment.
Established in 2006, Projective Group is a leading Financial Services change specialist. With deep expertise across practices in Data, Payments, Transformation and Risk & Compliance.
We are recognised within the industry as a complete solutions provider, partnering with clients in Financial Services to provide resolutions that are both holistic and pragmatic. We have evolved to become a trusted partner for companies that want to thrive and prosper in an ever-changing Financial Services landscape.
