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Avoid carrying over utilization baggage in new AI relationships

  • Writer: MYN Group
    MYN Group
  • Jan 16
  • 2 min read

The older the wiser is also true for business tools. Learning from utilization challenges and applying them in new investments allows us to bypass friction and inaccuracy in AI where we avoid automated self-sabotage.


More than 40% of organizational units fail to re-evaluate the position of the business tools, leading to utilization baggage including: 


  • Mis-alignment in understanding of purpose 

  • Low contribution to metrics 

  • Barriers in cultural communication


*All insights are proprietary to MYN Group through SaaS surveying, Global Organizational research, service results and industry research 
*All insights are proprietary to MYN Group through SaaS surveying, Global Organizational research, service results and industry research 

Imagine carrying that over into automation where we lose control causing incomplete and inaccurate metrics that are hard to recover. Take a look at some of the impact insights on how this affects budget.


But just with any self-reflection, there is a powerful positive if we simply do the work to deep dive into the “hard-to-say” cause of this pain point where intuition becomes… hypothesis. 


With hypotheses, this indicates enough utilization signals for market adoption insights to be extracted, identifying the solutions to test with some tips below: 


  • Map out the stages of the utilization journey and what each stage represents

  • Highlight stages that caused more baggage than fuel, and break down action steps that led here 

  • Reflect on the actions that are avoided


Request the MYN Group Insight Report to accelerate ways of working through actions that uncover where to test what solutions automate market success repetition.


Let’s avoid self-sabotage this year... in business tools






Check our Maximizing Discussion content to learn more about maximizing utilization in business tools to automate market-to-market repetition. MYN Group unifies processes in cross-collaboration of market adoption with business tools, maximizing utilization. By translating nuance into market adoption insights, we uncover the needs to Fix, Heal, and Maximize tool integration in ways of working for repeatable success in Global Vision.



 
 
 

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