We offer a high value – low risk first step
At Onesurance, we offer a high-value, low-risk first step to harness the power of AI in your insurance business: the Exploratory Data Analysis (EDA). This comprehensive service, available for a fixed fee starting at €5,000 only, allows you to see the potential of our AI solutions using a limited set of anonymized data.
Our Exploratory Data Analysis Process Includes these 5 steps:
Step 01
Data Preparation
- Data Collection
Through our partners or via a data dump of fully anonymized data.
- Data Processing and Cleaning
- Ensuring your data is clean and ready for analysis.
Step 02
Descriptives & Definitions
- Descriptive Portfolio Analysis: Initial examination of your data.
- Churn Definitions:
- Customers who churn all policies.
- Customers who churn all non-life policies.
- Customers who churn all liability and car policies.
Step 03
Automated Feature Engineering
- Feature Development: Incorporating 30+ features into the ML model.
- Customer Value Definition: Assessing cross-sell potential and handling costs.
Step 04
Automated Model Building
- Automatic Feature Selection: Efficiently identifying the most relevant data features.
- Training Multiple Models: Developing and training over 10 ML models.
- Automated Cross Validations: Ensuring model reliability and accuracy.
Step 05
Model Evaluation
- Accuracy Metrics: Evaluating the precision of our ML models.
- Business KPI’s Foresights & Benchmarks:
- Consumer and commercial insights.
- Life and non-life business perspectives.
- Department and consultant performance benchmarks.
Interactive Dashboard Integration
We integrate predictions of churn and customer lifetime value into an interactive dashboard. This allows us to collaboratively determine the business case and identify the most beneficial modules for your specific needs.
Contact Us to Learn More
Ready to take the first step towards transforming your insurance business with AI? Contact us today to learn more about our Exploratory Data Analysis and how it can provide actionable insights for your organization.
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Discover What The Onesurance AI Engine Can Do for You
Ready to transform your insurance business with data-driven insights and advanced AI capabilities? Contact us today to learn more about how Onesurance AI Engine can help you achieve your goals and stay ahead of the competition.