DataRobot Case Studies Empowering Life Insurers with Epigenetics and AI

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	Empowering Life Insurers with Epigenetics and AI DataRobot

Empowering Life Insurers with Epigenetics and AI

DataRobot

Technology Category	Analytics & Modeling - Machine Learning Platform as a Service (PaaS) - Data Management Platforms
Applicable Functions	Product Research & Development Quality Assurance
Use Cases	Machine Condition Monitoring Predictive Maintenance
Services	Cloud Planning, Design & Implementation Services Data Science Services
Challenge	FOXO Technologies is a biotechnology company that aims to make longevity accessible to all using epigenetic science. They use machine learning to examine thousands of models to find patterns of DNA methylation that classify human health, wellness, disease, and aging. Their mission is to help people live longer, healthier lives. However, the data science team at FOXO found it challenging to scale as they looked to build thousands of predictive models based on 860,000 DNA probes. They needed a solution that could help them build, fine-tune, deploy, and manage models in production at scale. Read More
About Customer	FOXO Technologies is a biotechnology company that focuses on making longevity accessible to all using epigenetic science. They use advanced machine learning to find patterns that classify human health, wellness, disease, and aging. Their mission is to help people live longer, healthier lives. They collect quantitative data for over 860,000 DNA methylation probes corresponding to different sites along the human genome. Their findings assist with underwriting decisions and mortality prediction, revolutionizing the insurance industry and eliminating the need for invasive blood testing. Read More
Solution	FOXO turned to DataRobot’s AI Cloud Platform to address their challenge. The platform allowed FOXO data scientists to build, fine-tune, deploy, and manage models in production all in one place. This significantly increased the team's efficiency. Along with efficiency gains, FOXO values DataRobot’s high-level security and privacy, which are critical factors for the company and its life insurance partners. DataRobot automates the process, shortcutting the time to build and manage each model. This allows their team members to focus on the more strategic aspects of modeling, giving them greater job satisfaction and helping attract and retain data science talent. Read More Log in to view content
Contents

Technology Category

Analytics & Modeling - Machine Learning

Platform as a Service (PaaS) - Data Management Platforms

Applicable Functions

Product Research & Development

Quality Assurance

Use Cases

Machine Condition Monitoring

Predictive Maintenance

Services

Cloud Planning, Design & Implementation Services

Data Science Services

Challenge

FOXO Technologies is a biotechnology company that aims to make longevity accessible to all using epigenetic science. They use machine learning to examine thousands of models to find patterns of DNA methylation that classify human health, wellness, disease, and aging. Their mission is to help people live longer, healthier lives. However, the data science team at FOXO found it challenging to scale as they looked to build thousands of predictive models based on 860,000 DNA probes. They needed a solution that could help them build, fine-tune, deploy, and manage models in production at scale.

About Customer

FOXO Technologies is a biotechnology company that focuses on making longevity accessible to all using epigenetic science. They use advanced machine learning to find patterns that classify human health, wellness, disease, and aging. Their mission is to help people live longer, healthier lives. They collect quantitative data for over 860,000 DNA methylation probes corresponding to different sites along the human genome. Their findings assist with underwriting decisions and mortality prediction, revolutionizing the insurance industry and eliminating the need for invasive blood testing.

Solution

FOXO turned to DataRobot’s AI Cloud Platform to address their challenge. The platform allowed FOXO data scientists to build, fine-tune, deploy, and manage models in production all in one place. This significantly increased the team's efficiency. Along with efficiency gains, FOXO values DataRobot’s high-level security and privacy, which are critical factors for the company and its life insurance partners. DataRobot automates the process, shortcutting the time to build and manage each model. This allows their team members to focus on the more strategic aspects of modeling, giving them greater job satisfaction and helping attract and retain data science talent.

Impact #1	In a single year, FOXO created more than 119,800 models in DataRobot.
Impact #2	The solution automates routine tasks, cuts about 90% of the manual effort.
Impact #3	DataRobot helps FOXO attract and retain top data science talent.

Impact #1

In a single year, FOXO created more than 119,800 models in DataRobot.

Impact #2

The solution automates routine tasks, cuts about 90% of the manual effort.

Impact #3

DataRobot helps FOXO attract and retain top data science talent.

Benefit #1	FOXO was able to create over 119,800 models in just one year using DataRobot.
Benefit #2	DataRobot's automation capabilities reduced manual effort by approximately 90%.
Benefit #3	The solution has helped FOXO attract and retain top data science talent.

Benefit #1

FOXO was able to create over 119,800 models in just one year using DataRobot.

Benefit #2

DataRobot's automation capabilities reduced manual effort by approximately 90%.

Benefit #3

The solution has helped FOXO attract and retain top data science talent.

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Overview

Empowering Life Insurers with Epigenetics and AI

Operational Impact

Quantitative Benefit