Pulmonology
COPD Management Optimization

Supporting COPD Management & Readmission-Reduction Efforts with Realize-365

How Realize-365 surfaces documented respiratory trends early, standardizes discharge education, and consolidates outpatient records so care teams can review changes sooner.

Saved 10-15 mins

Per review session

Risk Reduction

30% lower hospitalization risk

Earlier Visibility

Surfaces deterioration signs 12-18h earlier

Clinical Background

Patient: James Whitaker, 67y (Diagnosis: Severe COPD with frequent exacerbations)

Setting: Hospital Admission → Outpatient Pulmonology → Home Health. History: 40 pack-year smoker, HTN, Type 2 DM. Reason for Admission: Acute COPD exacerbation with hypoxemia.

1

Inpatient Phase: Early Recognition of Respiratory Fatigue

Clinical Problem

By hospital Day 2, James appears clinically stable on 2 L/min O2. However, findings like "thicker sputum", rising RR, and mild accessory muscle use are buried across 7 different EMR tabs.

Realize-365 Action

Realize-365 pulls information from multiple EMR tabs to generate AI Summary:

CO2 Retention WarningPaCO2 ↑ 48 → 54 mmHg
Rising RR20 → 26/min over 12 hrs
Sputum QualityThickening, increased volume

Insight: Documented trend — rising PaCO2, increasing RR, thickening sputum — is consistent with early CO2 retention and ventilatory fatigue, flagged for clinician review, with the documented respiratory entries linked in one timeline for the team’s evaluation.

Impact

  • Surfaces documented trends 12–18 hours earlier for clinician review.
  • Supports earlier clinician evaluation of documented respiratory trends.
2

Discharge Planning & Patient Education

Clinical Problem

Discharge requires confirming inhaler regimen, O2 settings, and correct spacer usage. Info is scattered across pharmacy lists and notes.

Realize-365 Action

Query: "Compile discharge medication regimen, oxygen titration plan, inhaler technique documentation, missing education items."

Controller InhalerReinforce BID dosing
Rescue InhalerTeach 2-puff protocol
Teaching GapsNo documentation of spacer use

Insight: Documentation shows a gap in spacer-technique teaching, flagged for clinician review, so the discharge team can address the documented teaching gap.

Impact

  • Cuts discharge preparation time by 15–20 minutes.
  • Reduces early readmission risk.
3

Outpatient/Home Health: Early Visibility of Documented Trends

Clinical Problem

Two weeks post-discharge, home health notes SpO2 drop, HR increase, and thicker sputum. Most EMRs bury these in free text.

Realize-365 Action

Query: "Show 7-day trend for SpO2, HR, and sputum consistency relevant to COPD exacerbation monitoring."

Day 5 SpO2 / HR89% / 98 bpm (Early flare)
Day 6 SymptomsSOB on exertion (High-risk)
Day 7 TrendPersistent flare

Insight: Documented trend shows progressive oxygenation decline, rising HR, and worsening sputum quality consistent with early COPD exacerbation, flagged for clinician review against the outpatient flare protocol.

Impact

  • Surfaces documented trend changes 2–3 days earlier for clinician review.
  • Reduces hospitalization risk by up to 30%.
4

Long-Term Management & Care Program Eligibility

Clinical Problem

To determine eligibility for CCM (Chronic Care Management), clinicians must know annual exacerbation count and adherence. This info lives in disconnected fragments.

Realize-365 Action

Query: "Extract full 12-month COPD burden: exacerbations, ER visits, steroid courses, refill adherence."

Hospitalizations / ER Visits3 / 2 (Frequent exacerbator)
Steroid Courses4 bursts (Uncontrolled COPD)
Rehab Attendance40% (Suboptimal)

Insight: Documented history meets GOLD Group D criteria, flagged for clinician review of CCM eligibility, including telemonitoring, inhaler optimization, and pulmonary rehab.

Impact

  • Surfaces documented COPD severity patterns automatically, for clinician review.
  • Enables targeted interventions improving quality of life.

Why this case matters

Earlier Visibility

Realize-365 surfaces documented signs of respiratory failure (rising RR, CO2 retention) that are often missed in routine checks, for clinician review.

Discharge Safety

Ensuring patients understand their inhaler regimen and O2 use supports care teams working to reduce avoidable readmissions and ER visits.

Care Program Eligibility

Consolidated long-term documentation helps clinicians review which patients may qualify for chronic care management programs.