Healthcare – Readmission Risk Prediction & Resource Forecasting

Challenge

Hospitals lack the foresight to identify high-risk patients early and struggle to align staff with patient demand. Siloed EMR, lab, and ops systems delay action, increase readmissions, and overload clinical teams.

CORESight in Action

Query: “From past 2 years’ EMR data, find patients discharged last week with >70% readmission risk. Forecast ER visits next Tuesday. Flag cardiology staffing gaps.”

CORESight Workflow

• Extractor Agent pulls EMR, EHR, and lab data (demographics, diagnoses, labs)
• Planner & Coder Agents run predictive models for readmissions & ER demand
• Business Agent delivers:
  • 3 high-risk patients flagged for early intervention
  • ER visits next Tuesday: 85 forecasted
  • Cardiology short 1 RN during peak hours

Customer Impact

• Up to 40% Fewer Readmissions — Intervene proactively on high-risk discharges
• 25% Better Staff Utilization — Forecast demand, adjust schedules in advance
• 90% Faster Clinical Insights — From manual reports to real-time NL queries
• Unified Clinical View — Combine EMR, lab, and ops data seamlessly
• Fully Compliant — Built-in security & health data governance

CORESight Advantage

CORESight delivers real-time, AI-powered clinical intelligence. From readmission risk prediction to staff forecasting, it empowers hospitals to act faster, improve outcomes, and manage resources with precision — all via natural language.