process excellence - data analysis
Your challenge
You are facing a business decision, but you are not sure if the data quality is sufficient to make a qualified decision. Alternatively, you lack the ability to quantify the effects of a decision for different scenarios.
Your goal
- Qualified statement about the existing data quality
- Key figures with high informative value
- Optional: Use of a simulation with which different scenarios can be quantitatively evaluated
Our solution approach
- Definition of the required information. Depending on the focus, this may be the required key figures or the requirements for a simulation.
- Identification of the relevant source data
- Defining the relationship between source data and information
- Analysis of the source data quality
- Creation of a dashboard (key figures) or a simulation
- Reliability analysis of the key figures / sensitivity analysis of the simulation
- If necessary: recommendations on how to improve data quality
Additional services
- Analysis of data maintenance processes
- Development of a target process for data maintenance
#Data quality #Simulation #Analysis