DataRobot > Case Studies > Empowering Life Insurers with Epigenetics and AI

Empowering Life Insurers with Epigenetics and AI

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Region
  • America
Country
  • United States
Product
  • DataRobot AI Cloud
  • MLOps
  • AutoML
Tech Stack
  • Machine Learning
  • AI Cloud Platform
  • Bioinformatics
Implementation Scale
  • Enterprise-wide Deployment
Impact Metrics
  • Productivity Improvements
  • Innovation Output
Technology Category
  • Analytics & Modeling - Machine Learning
  • Platform as a Service (PaaS) - Data Management Platforms
Applicable Functions
  • Product Research & Development
  • Quality Assurance
Use Cases
  • Predictive Maintenance
  • Machine Condition Monitoring
Services
  • Data Science Services
  • Cloud Planning, Design & Implementation Services
About The 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.
The 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.
The 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.
Operational Impact
  • In a single year, FOXO created more than 119,800 models in DataRobot.
  • The solution automates routine tasks, cuts about 90% of the manual effort.
  • DataRobot helps FOXO attract and retain top data science talent.
  • DataRobot’s high-level security and privacy are valued by FOXO and its life insurance partners.
Quantitative Benefit
  • FOXO was able to create over 119,800 models in just one year using DataRobot.
  • DataRobot's automation capabilities reduced manual effort by approximately 90%.
  • The solution has helped FOXO attract and retain top data science talent.

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