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Wednesday, October 11, 2017

The #1 IOT Challenge: Use Case Identification, Validation and Prioritization

Great movie. Unfortunately, it’s not really much of a business strategy.
So while we have an amazing compilation of technologies, sensors, gateways, connected devices and such for capturing data, understanding ahead of time what you are doing to do with that data – and why – is important because it frames what technologies, architectures, data, analytics and applications the organization is going to need in order to “monetize” IOT.

So before you jump into the IOT pond, let’s make sure that there are no logs, boulders or sea monsters waiting for you. Let’s start our IOT journey by first creating an “IOT Business Strategy.” And to create this IOT business strategy, you’ll not only want to identify the business use cases, but you’ll also want to validate and prioritize those use cases because not all use cases are created equally.
By the way, consider this your IOT “CLM” insurance policy (you may have to look that one up).

Step 1: Identify Use Cases

Start your IOT business strategy by interviewing and conducting facilitation workshops with business leadership to identify the potential IOT use cases. If possible, tie those use cases back to the organization’s key business initiatives if you want your IOT business strategy to provide the desired financial impact.
NOTE: for this example, the business initiative is to “increase same store sales by 7%” which is worth ~$191M annually. The business initiative is comprised of a number of use cases (or clusters of decisions) including:
  • Improve marketing campaign effectiveness
  • Increase store traffic via customer loyalty program
  • Increase store traffic via local events marketing
  • Reduce customer churn
  • Improve product cross-sell / up-sell
  • Increase customer advocacy and likelihood-to-recommend
  • Improve new product introduction effectiveness
  • Increase supplier quality and reliability effectiveness
  • Create personalized products
Capture (document) a succinct description of each use case including business (financial) potential, potential impact on the organization’s key financial drivers, implementation risks and a rough estimate of the financial value of the use case over the next 12 to 18 months (see Figure 2).
Figure 2: Use Case Description
Figure 2: Use Case Description
Summarize the use case on a single slide (though in reality you’ll likely have backup slides that contain more information including stakeholder quotes and support for the details on the potential financial and business impact).
Use Case Identification Checklist:
  • Have you identified the key business decisions that comprise the use case?
  • Have you captured the use case’s business impact and ramifications upon the organization’s key financial goals?
  • Have you captured the use case risks and potential impediments to success?
  • Have you estimated the financial value of the use case?

Step 2: Validate Use Cases

Once you have identified the use cases that comprise your IOT business strategy, next you need to corroborate the use case details with the business stakeholders. One way to help validate the use cases is to create a Persona for each business stakeholder who either impacts or is impacted by the use case (see Figure 3).
Figure 3: Key Stakeholder Personas
Figure 3: Key Stakeholder Personas
Personas are a very effective way of making the key stakeholders “come to life” for the development and data science teams; it creates empathy for the stakeholder’s job and the challenges they face in doing their jobs.
This is also an opportunity to apply some “Design Thinking” techniques to further validate that the use case description and business impact. One such tool is the “Opportunity Report” (see Figure 4).
Figure 4: Opportunity Report
Figure 4: Opportunity Report
The Opportunity Report (Source: “The Art of the Opportunity”) can help you more effectively tell your story, get input from the key stakeholders, identify barriers to consumption and hurdles to satisfaction, and refine your use case understanding before moving to the next phase. The Opportunity Report frames the IOT business opportunity from the perspective of the business and doesn’t overburden the process with technology speak that is irrelevant at this point in the IOT business strategy development.
This is also an opportunity to leverage other Design Thinking techniques like storyboards and mockups to further validate the use case and gain a deeper understanding of the use case operational requirements (see Figure 5).
Figure 5: Image courtesy of “How to Sketch for Better Mobile Experiences”
Figure 5: Image courtesy of “How to Sketch for Better Mobile Experiences”
But be careful not to overdo the mockups and storyboards. Go for quick and informal – like sketches and whiteboards. No need to program anything at this stage.
Use Case Validation Checklist:
  • Have you captured any corrections and/or enhancement to the use case descriptions around roles, responsibilities and pain points?
  • Have all business stakeholders had a chance to review the use cases and have their “voice heard”?
  • Have you captured some of the key decisions that the business stakeholders need to make in support of the use case?
  • Have you framed the use cases via something like the Opportunity Report?
  • Have you made use of very simple storyboards or mockups to gain further insights into the operational aspects of the use case?

Step 3: Prioritize Use Cases

The final step in developing your IOT business strategy is to prioritize the use cases from a business value versus implementation feasibility perspective. This process is critical because:
  1. Not all use cases are equal from a business value and implementation feasibility perspective, and
  2. Some use cases may be pre-requisites for other use cases
Figure 6 shows the Prioritization Matrix that we use in our envisioning engagements (see blog “Prioritization Matrix: Aligning Business and IT On the Big Data Journey” for more details on the workings of the Prioritization Matrix).
To learn more about our use case identification, validation and prioritization process, here’s the link to our IOT Vision Workshop.

Infocus

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