Linking AI Initiatives to Real-World Outcomes

Use Case

REPORT AUTOMATION: ENHANCED ANALYTICAL VISUALIZATIONS

 
Client

Healthcare provider in the US.

Problem

A health insurance company wanted to improve operational efficiencies while minimizing cost by automating end-to-end report generation with enhanced analytical visualizations.

 

Methodology
  • Combination of Deep Learning based professional service and modularized AI components used according to organization’s cognitive maturity
  • Business transformation with smarter cognitive outcomes
  • Adding industry, business and customer insights to the value chain
  • Seamlessly integrate data across functions
Solution
  • Offer insights into the referral patterns of Primary Care Physicians
  • Our solution:
 
  • Categorizes the facilities by expense levels –percentiles of multiple categories combined into a single metric
  • Attribution of specialists to facilities based on referral patterns
  • Enables interactive parameter selection
  • On demand report generation
  • Conversion to excel based reports to pdf with enhanced visualizations
Benefits:
  • More than $5m in savings by gaining granular insights to the referral patterns of Primary Care Physicians
  • Tracking patient referrals, decrease out-of-network referral practices, increase completion rates of referrals, and improve utilization
 

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