1
NDA signing
2
Customer’s description of current data sources used for decision making, process descriptions
3
Harmonization of the format, quality, quantity of data that will enter the model
4
Customer’s description of the current data sources used for decision making, process descriptions
5
Sample design for model training
6
Data enrichment in FscoreLab (geo-transferable, etc.)
7
Sample generation for model testing (without target variable 20% of total sample. Loan repayment result is filled in Fskorlab and passed to the Customer for calculation of quality metrics)
8
Model training (1-2 months)
9
Test model with test sample transmission with filled target variable and multiple thresholds
10
Coordination of the results, revision of the model if necessary (1-2 weeks)
11
Model preparation for deployment and documentation (1 week)
12
Model integration, functional testing
13
Test operation
14
Product operation