BOX Solution
End-to-end AI platform for building, enriching, and deploying insurance risk models
Upload your policy data, enrich it with external parameters, and generate stable, production-ready pricing and risk assessment models in hours — not months.
How it Works
Upload, enrich, model, and deploy in a single platform
K2G BOX supports pricing teams, actuaries and Big Data departments by transforming anonymized policy data into ISO 27001–compliant AI models.
1
Upload & Prepare Your Data
Upload CSV or XLSX files or connect your internal database. K2G BOX automatically validates and cleanses your dataset using built-in rules or your custom logic.
2
Enrich & Improve Data Quality
Enhance your dataset with parameters from the K2G Data Lake — including weather, geolocation, infrastructure, and other region-specific external factors — to strengthen your risk models.
3
Build & Deploy AI Models
K2G BOX generates the top 10 model candidates, shows ROC curves, ranking curves, and stability metrics, and lets you instantly deploy the selected model via API or use it for renewal assessments.
Typical challenges BOX solves
Pricing teams spend weeks preparing data and validating model hypotheses.
Actuaries struggle with unstable neural networks and inconsistent predictions.
New pricing models are released too rarely (once a year instead of monthly).
Manual processes slow down innovation and business agility.
Our Features
The value you get
One platform = complete modelling lifecycle
K2G BOX covers the entire journey — from raw data to validated AI models and ready-to-use APIs — enabling insurers to innovate faster and reduce losses through better pricing accuracy.
Faster modelling cycles
From months to hours — pricing teams deliver results on time.
Explainable and compliant models
Clear metrics, curves, and validation insights support regulatory requirements.
Scalable and stable performance
Works with millions of records and high-load production systems.
Ready to build and deploy better models?
Try K2G BOX Solution for free or request a live demo.
Book a demoKey benefits
1
Monthly pricing model releases
BOX enables insurers to release and update pricing models every month — instead of once a year.
2
Second opinion for actuaries & underwriters
AI-powered recommendations highlight mispriced segments and validate expert intuition.
3
Reduced loss ratio
More accurate segmentation and risk calculations reduce portfolio losses.
4
Increased market share
Correct pricing helps identify profitable niche segments — e.g., discovering a low-risk subgroup like couriers among low-power vehicle owners.
Arina Man
CEO K2G AG