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The key to scaling the organization's data monetization capabilities is to thwart data silos,
         shadow IT spend, and orphaned analytics that create a drag on the economic value of data and
         analytics.  When the business and operational costs to find, reuse, and refine the data and analytic
         becomes greater than the cost to build your own from scratch, then that's a failure of the Data
         Monetization Governance Council.









































                               Figure 6: Role of Data Monetization Governance Council. Author image



         Mastering the Data Monetization Roadmap Summary


            The Data Monetization Roadmap provides both a benchmark and a guide to help organizations
         with their data monetization journey.  To successfully navigate the roadmap, organizations must
         be prepared to traverse two critical inflection points:

               Ÿ Inflection Point #1  is where organizations transition from data as a cost to be minimized, to
                 data as an economic asset to be monetized; the “Prove and Expand Value” inflection point.

               Ÿ Inflection Point #2   is where organizations master the economics of data and analytics by
                 creating composable, reusable, and continuously refining digital assets that can scale the
                 organization's data monetization capabilities; the “Scale Value” inflection point.

            Carefully navigate these two inflection points enables organizations to fully exploit the game-
         changing economic characteristics of data and analytics assets – assets that never deplete, never
         wear out, can be used across an unlimited number of use cases at zero marginal cost, and can
         continuously-learn, adapt, and refine, resulting in assets that actually appreciate in value the more

         that they are used.


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