Build and manage predictive clinical models for integration into EHR

 

About the Customer

Chief Information Officer (2012-2017)

Healthcare Provider ($5B+ market cap)

Consistently ranked under top 15 providers in the US

in North America with over 45 hospitals and >2+ million patients

 

The Pain point

  • Building and deploying machine learning models is manual today and time-consuming
  • Does not scale to the 100+ clinical models that are in the pipeline to be built and integrated with EHR

 

What is their starting point / ecosystem / tech stack

  • Azure
  • Epic
  • Interface Engine
  • Python
  • R

 

Predera Benefit

  • One stop platform for building, deploying and managing AI models
  • Continuous Improvement based on feedback from data scientists, experts, and clinical staff
  • Business stakeholders can overwrite the output from AI models even in the production environment using a sophisticated rule engine

Evaluation

  • Easy to install and setup
  • Business stakeholders can teach AI for Fraud Engines in 8 hours
  • Able to migrate all existing ML models and rules in less than a week
  • Integrated with data stores on AWS/ GCP – no extra support needed from IT/ data teams
  • Didn’t need to re-write workflow integration as it directly integrates with Slack and Hipchat for feedback from Customer support
  • Dedicated expert level support for onboarding

Business Impact

  • Business stakeholder -> fraud analysts -> customer support representatives  loop was tightened, reducing the feedback time by 80%
  • Saved 280 hours of stakeholder productivity per year
  • Reduced time to resolution of Fraud by 75% from ~20 mins to ~5 mins
  • Handle more fraud queues and volume with less people

ROI

“We would need two full-time data scientists with knowledge of marketing and acquisition campaigns for 6 months just to build out our Fraud Engine capability let alone the rest of monitoring and continuous automatic improvement provided by Predera. We could spend $300,000 to do that, or just buy Predera and have a mature Fraud and AI / ROI management platform today”

 

Are you ready to optimize your clinical models?

 

Talk to us Today – hello@predera.com