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Writer's pictureMichelle Ng

How unifying utilization requires turning nuance validation into a tangible application

Updated: Sep 17


Unifying utilization in business initiatives is often challenged when conclusive metrics reveal the truth gaps between methodology and execution strategy. This is where we need to understand more of the lacking insights that are the core connection to pivoting success. 


Many business units reutilize successful action points in use cases from the organization without consideration of the mismatched levels of nuance. The in-between step of extraction in comparison lies not within the areas of success, but the areas of disconnect. 


The key to unification is identifying the cause of the commonalities in differentiation gaps that create separation in levels between mindset and actions. Dissection of these discoveries allows us to uncover how nuance evolves into a tangible application that eliminates discrepancies and cultural friction, making room for accuracy that allows business to run.


What area of nuance do we need to look at?


The sector of nuance where this challenge often falls short is within cultural identity. In this area, many organizations believe validating cultural nuance is too hard to turn into tangible application as they believe nuance is too bespoke and unscalable. Thus, unable to identify the type of success that reflects with it.


These barriers are presented when:


  • Unidentified signal matches that indicate success in execution sectors

  • unconcluded reason for areas of pivot in structural application

  • Impact bandwidth that identifies gaps for equalization in performance measurement has not been defined


What can we do about it?



Look at differentiation signals, dissect, and systemize between commonalities and gaps based on the cause factors that contribute to these areas.


When dissecting, the following areas to look into are:


  • Consistency of impact from nuance for representation accuracy

  • Exact moments of incompletion and difference of continuation measured into ownability entry points vs percentage

  • Notification of the purpose of next action points, grouped to identify percentage representation of purpose for platform and tool alignment


Identifying these areas allows extraction of the truth commonalities and gaps that uncover areas to insert that specific nuance, fueling to maximize the business initiative.


What areas become breathable for leadership?


Executives can finally begin to see a clear path to ensuring accuracy and robust representation of cultural nuance reflective in consecutive metrics, measurements, and predictive analysis with the achievement of the following at business unit levels:


  1. Replace friction hypothesis

    Reliable performance and utilization analytics due to trackability to trace back with reason and validity

  2. Articulate without validation gaps

    Extractable and agile insights that fill in any size gaps of missing information accurately for robust conclusions and strong articulation from direct source

  3. Achieve high contribution completion

    A frictionless process that highlights areas of entry accuracy that opens up team silos where completion probability is maximized


Validating nuance is the first step to creating an application of nuance where we eliminate friction and consistency discrepancies that create longitudinal friction in budget accountability.


Maximize your business initiative by identifying where the highest friction point prevents unification in utilization. Inquire about our Friction Framework workshop by booking a time with one of our consultants here


Check our Though Leadership Insights page to learn more about maximizing business initiatives with nuance validation. MYN Group helps organizations navigate culture by applying nuance validation in business intelligence for contribution accuracy between business units. It is time to strengthen leadership-team alliance in accuracy, accountability, and ownability to maximize performance, utilization, and ROI. Let's replace friction with focus and get things done.



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