Predict which customers are most likely to unsubscribe from marketing communications, offers, and other interactions.
Performance assessment and ROI simulation
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.
Proactively adjust engagement strategies, personalize communications, and address customer opt-outs.
Continuously improve campaign effectiveness by identifying individuals likely to opt-out, enhancing customer satisfaction and retention.
A typical modeling engagement with GlorifAI lasts 3-4 weeks once we get access to the data and proceeds in three distinct phases.
Utilize our Opt-Out Customer model to fine-tune your engagement strategies and prevent customer disengagement. This tool is invaluable for marketing teams looking to reduce unsubscribe rates and improve campaign effectiveness.
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.