One of the few certainties emerging from the COVID-19 pandemic is the accelerated adoption of digital business models by companies of all sizes, largely driven by necessity. International Data Corp. estimates that 90% of companies have at least begun their digital transformation (DX) journey. As many but not all workers return to offices, leadership teams and managers must now assess how to continue to drive their organization’s DX.
Based on experience and observation in projects ranging from implementation of data infrastructure systems to machine learning-based predictive modeling to supporting corporate business analytics initiatives, it is clear that success in DX depends on two key considerations: planning and people.
Planning
Developing a clear and complete roadmap is must at the outset of any data project. Digital transformation goes beyond technology and process implementation, it is focused on changing the foundations of business to become more efficient and competitive based on those implementations. With this in mind, any data technology project has to be part of a big picture strategy outlining the vision of the organization’s future state and how it will get there. Seventy percent of DX projects fail, devolving into parallel projects and added information silos largely because there is no guiding strategy and plan.
A solid implementation strategy must include several factors to map the path from the current state to the envisioned future state. Input from almost every part of the organization is required to properly define that future state.
It is important to define data governance by understanding the various personas consuming and utilizing information within the organization. It takes significant effort to compile the who, what, when and why of data consumption, but it is well worth the effort.
There are a few things that organizations can often improve as they set out to create a data strategy, either for a wholesale shift from spreadsheet management to a true infrastructure or for continued work on a DX already underway.
Whether through internal interviews, structured ideation — such as design thinking — or any other method, laying the groundwork and setting the vision for the next phase of your organization’s digital journey is critical to achieving what you expect and shortening the time-to-value of the investment:
People
It is critical to have the right people involved from the beginning, both in helping set the right vision for an initiative and for understanding the organizational history that has led to the current state. However, the way these people are involved is even more crucial for long-term success.
“People, process and technology” is a common mantra when discussing DX, but the three are not created equal. One often-overlooked factor is that the implementation of technologies or workflows may not only affect the tasks that an individual performs, but also the individual’s role in the organization. As processes change, even when the changes are designed to make business less complicated, the interactions between people and technology can become more complex.
Hal Gregersen of Massachusetts Institute of Technology identifies three areas that should be considered as implementation of technology disrupts existing business processes:
It is not just the front line that needs to be considered in the digital journey. Leaders from bottom to top must adjust and adapt. Ultimately, the goal of DX is to enhance the organization’s business model. All the work and investment required to implement new technologies, restructure workflows and train people will have little value if decision-makers cannot utilize the data and manage the changing workforce.
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