intrep.io
Data flow visualization
intrep.io

Artificial Intelligence for actuarial excellence

Boost actuarial accuracy within your existing workflows through our advanced data augmentation technology. Embrace next-gen neural networks to model faster, lighter, and more responsively.

We provide a substantial increase in traditional model performance, without changing your models or actuarial workflow.

Augmented data sets boost performance on industry standard GLM and GAM models, while using your existing infrastructure, data models, proprietary methods, and other components of the actuarial workflow.

Each segment can be learned independently, ensuring augmented data maintains the unique characteristics of your member populations.

Performance Boost
1-3%
Relative MAE performance on industry standard models

Key Features

Data Augmentation

Enhance your existing data with AI-generated synthetic data points.

Neural Networks

Advanced neural networks that learn the patterns in your actuarial data.

Performance Boost

Guaranteed 1-3% improvement in MAE for your existing models.

Easy Integration

Seamlessly integrates with your existing actuarial workflow.

Circuit board visualization

Our Process

1

Select Base Data

Start with your existing actuarial data set

2

Neural Network Analysis

3

Relationship Learning

4

Generate New Data

5

Blend Data

6

Train Your Models

Seamless integration with your existing workflow

  • Works with your existing infrastructure
  • Preserves your proprietary methods
  • Maintains unique characteristics of your data
  • Guaranteed boost in Mean Absolute Error

Ready to enhance your actuarial models?

Get Started

Kaizen is a product innovation and startup studio in Madison, Wisconsin. We are a startup studio working where industry needs meet exciting, new technologies. From concept, to prototype, to scale- our portfolio companies build an exciting, curious future.

Portfolio Company

From Concept to Scale

As part of the Kaizen portfolio, we leverage cutting-edge technology to solve complex business challenges through intelligent automation.

Our solutions are built at the intersection of industry needs and emerging technologies, creating measurable value for organizations nationwide.