Estimate each customer's propensity to pay off debt, allowing you to prioritize and tailor your recovery efforts.
Customer propensity scores to pay off their debt, including deciles and centiles
Understand the key predictors for debt repayment
Performance assessment and ROI simulation
Prioritize and tailor your recovery efforts effectively across your customer base
This describes how far ahead in the future this model can be trained to predict. Ideally, the historical data available for training would be 2-3 times longer than the prediction window.
Maximize your recovery outcomes by targeting the right customer segments at the right time.
Streamline recovery operations across your customer base with continouous model refresh.
A typical modeling engagement with GlorifAI lasts 3-4 weeks once we get access to the data and proceeds in three distinct phases.
Enhance your debt recovery strategy by estimating the probability of customer debt payment with our advanced model. This enables you to prioritize your efforts effectively, focusing on customers with the highest potential for payment. Maximize your recovery outcomes by targeting the right segments at the right time.
A range of algorithms will be tested for the best AUC/outcome like XGBoost/GBM, Neural Network, SVM, ANOVA, KNN, K-Means, etc. LLMs and NLP techniques may also be used to enhance model performance.
At GlorifAI, we prioritize your data privacy by working exclusively on-prem. Our consultants operate either on hardware you provide, such as company laptops, or within virtual machines that you provision in the cloud—ensuring that your data remains entirely within your ecosystem.
We do not egress, transfer, or copy your data to our private company servers or third-parties, so you can trust that your sensitive information stays secure and under your control at all times.
We will contact you within 2 business days to setup a meeting and set the engagement date. Instructions for the required data set will be provided at this time.
The first model payment is invoiced at the data access date. Model delivery usually occurs 3-4 weeks from the data access date. The final model payment is invoiced at the model delivery date.
Deposit fully refundable before engagement date.
If we cannot detect a pattern for a stable model, the final model invoice will be waived and we will provide you with data assessments, findings, insights and further recommendations.