According to recent research carried out by DataIQ, around two-thirds of organisations (63.6%) are pursuing customer data integration as part of their digital transformation. Yet only one in ten (10.2%) have achieved this nirvana. This whitepaper considers the challenges of enterprise-wide data integration across the data estate.
Momentum is an important aspect of the task facing any chief data officer (CDO) or chief analytics officer (CAO) as they embed this function into their organisation. But if the data office and analytics function has been slow in bringing significant benefits and transformation to the organisation, it can face deep challenges from the business. This white paper looks at some of the root causes and how to address them.
If you are the manager or leader of a data and analytics function, then chances are you spend a lot of your time looking at CVs. Either to grow the size of your teams or to replace practitioners who have left, the reality of recruitment in this space is of constant activity and a challenging environment. This whitepaper summarises tactics that were shared at a recent DataIQ Leaders breakfast briefing.
Metrics are at the heart of a well-performing data science function and need to be clear to both practitioners and leaders. But they are also difficult to define and not every project can be easily measured. This white paper considers how to go about establishing effective metrics drawing on the experiences of DataIQ Leaders members.
Two years ago, it was predicted that nine out of ten organisations would have a board-level CDO by now. The reality is more like one in ten. But that is not just due to a slowdown in hiring - CDOs themselves may not want to reach the C-suite. Following a DataIQ Leaders dinner discussion, this briefing considers the reasons and also why CDOs really do not like CIOs.
Democratisation of data is a concept that is currently high on the hype cycle. By enabling self-service querying and report building, it is anticipated that the whole business will become more data-driven. But the idea is simpler to have than to realise. This briefing draws on practitioners’ experiences to suggest five key ways to make this kind of project a success.
Agile analytics is gaining traction as a way of working. Its appeal is the ability to flex resources, responding to both short deadlines and long-term development projects, while providing practitioners with a good mix of challenges. For managers, it requires a different approach from conventional analytics. This white paper considers some of the key things to consider when adopting agile in the data and analytics function.
For data and analytics functions adopting agile as their way of working, a structure is also required for the people management dimension. Squads and tribes is an approach pioneered by Spotify in 2012 that is starting to transfer into this sector. This white paper explains the concept and how individuals fit into it.
Digital transformations are en vogue among business leaders, yet many fail to achieve their goals. Five gaps typical open up between the vision and the reality. This white paper identifies them and the reasons why they occur.
A common experience for data practitioners when their organisation adopts a new digital-first strategy is that it often lands without a data strategy attached. This briefing note suggests five ways to avoid this happening and to make sure data is seen as integral to digital transformations, based on conversations with DataIQ Leaders and DataIQ 100 members.