Identify customers likely to discontinue premium services.
Customer propensity to drop a permium service, including deciles and centiles
Understand the key predictors driving customers to drop premium services
Performance assessment and ROI simulation
Target high-risk segments with strategic offers that preserve revenue and enhance customer loyalty
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.
Enhance customer retention, satisfaction, and profitability across your customer base.
Maintain effective bundled offerings, temporary discounts, and reward incentives with continuous 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.
Identify customers likely to discontinue premium services using our advanced model. By targeting high-risk segments with strategic responses such as bundled offerings, temporary discounts, and reward incentives, you can effectively engage and retain these customers. This proactive approach not only preserves overall revenue but also enhances customer loyalty and satisfaction
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.