Experian Data Quality: Solving data challenges in uncertain times
The COVID-19 pandemic is firstly a health crisis, and secondly an economic crisis. We outlined some of our predictions for economic impact and the impact on credit in Financial Services in our recent Experian Credit Services: Insight and control in uncertain times blog.
Since that blog, the Australian Government has announced further restrictions, but also further stimulus including the JobKeeper programme. It’s also clear that every industry will have some level of impact from the crisis.
Data and technology will be key to the speed at which organisations can react during the crisis and during the recovery, and the quality of data an organisation holds will play a key role.
Organisations in Australia and New Zealand should consider the volume/frequency of communication with their customers over the coming weeks and months, as well as the clarity of message and delivery accuracy. A large proportion of households will be reducing their spend, facing financial hardship and re-evaluating the products and services they use. All consumers will be expecting consistent, well-timed and compassionate communication from the organisations that they trust. All consumers will expect organisations to hold accurate contact information in order to achieve this. Organisations who communicate effectively and compassionately will have the opportunity to build strong and trusted relationships with consumers for many years.
Contact data and accuracy
Ensuring you hold accurate information for your customers will be key to your communication. From our experience, contact data quality (address, email and telephone data) ranges significantly in completeness, accuracy and currency across different sectors.
For example, in financial services, 84% of address data, 73% of emails and 86% of mobiles are found to be valid. In utilities, 84% of address data, 65% of emails and 90% of mobiles are found to be valid. In automotive, 68% of address data, 62% of emails and 88% of mobiles are found to be valid. Most sectors will face challenges communicating with their customers on at least one channel.
Ways in which Experian’s services can help:
Clean, validate and enrich contact data attributes
- Address data from Australia Post and PSMA.
- Inbox level email validation.
- Number level mobile number validation
Accurate data capture
Data access and trust
During this challenging period, decisions will need to be made quickly by organisations. This could be rapid identification of consumers facing hardship, planning and executing communications within hours or ad-hoc reporting using data from multiple systems. Organisations may also be called on to provide ad-hoc and agile reporting to federal, state or local government as part of the response to the current crisis.
Organisations are likely to struggle with the agility required from traditional systems, data access and data teams when accessing and trusting the data required. Working from home arrangements may also place additional challenges for data professionals and teams to collaborate effectively to access and use data. Modern data management software, such as Experian’s Aperture Data Studio, can help organisations:
Data-driven decision making
Aside from data access and trust, organisations will also need to ensure that they have the agility required to work with data to reach decisions quickly. It is likely that decisions will need to be made using data from multiple systems, of unknown accuracy and potentially from the wrong data domain (for example, product data rather than customer data). It is also likely that, during this crisis, decisions will carry far more weight than usual. Organisations should be evaluating their data capabilities when it comes to challenges such as:
Bringing data together
Classifying a single customer and evaluating value
Extracting from multiple systems
Trusting sources and quality
Whilst most organisations will enter a phase of either survival or at least efficiency and spend control, the reality is that many challenges, particularly with data, will require outside expertise or resource. Organisations should consider which of their partners have the expertise, resource and agility to support them with data challenges that may arise with little notice. Experian’s local consulting team is available to assist and importantly has the agility to support our customers through the data unknowns that will arise during this period.
Experian is here to help
This is a period of uncertainty for all individuals and businesses. Experian is here to support our customers wherever possible and we are uniquely placed to support data driven outcomes. For further information on any of the above, please contact your Account Manager or Consulting Manager. Alternatively, you can get in touch with us using the form below.
Read full article
The beginning of the new decade kicked off to a challenging start for many Australians. Social distancing measures and lockdowns across the nation in response to the COVID-19 pandemic, have…Learn more
The COVID-19 pandemic has created a period of uncertainty for individuals and businesses. Experian appreciates that our clients and their customers may be significantly impacted by this pandemic, requiring rapid…Learn more