
"Without data, you’re just another person with an opinion."
– W. Edwards Deming
In any company, any process generates data, yet management argues about the lack of proper decision-making foundation. While conducting diagnostics we often see the capacity of generating money by businesses is constrained by management’s paradigms and untested assumptions. Lack of skills related to the gathering of data and extraction of knowledge can be considered a root cause of unjustified management decisions in modern market conditions.
- OUR APPROACH -
We believe that extraction of knowledge from data is an iterative process, thus the balance should be obtained between the complexity of framework how analysis is made and the ability of company’s resources to react efficiently to knowledge obtained. In our approach, we combine purely technical analysis with the development of company’s internal capacities and assisting management in decision making.
our key deliverables
Data collection processes
Knowledge extraction out of data
Conclusions related to knowledge obtained
Data analysis
Recommendations related to improvements of client’s internal capacities
Strategy adjustment
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EXPECTED RESULTS:
Management can expect data collection processes put in place.
Knowledge obtained related to analyzed data and proposed actions
as a response to this knowledge. Examples of data analysis would be:
Customer Churn rate reduction; Product portfolio decisions; Pricing
policy adjustments; Merchandising decisions; Promotions and customer
loyalty decisions; Quality improvement.