Workflow GuideTile Health vs ChronicCareIQ

Risk Stratification Guide: Tile Health vs ChronicCareIQ

Compare risk stratification workflows for Tile Health vs ChronicCareIQ. Learn how AI automation improves CCM/APCM patient identification and enrollment.

Effective risk stratification is the backbone of successful CCM and APCM programs. While ChronicCareIQ relies on traditional patient-reported data and manual dashboard reviews, Tile Health leverages AI-powered call automation to identify high-risk patients through real-time conversational data analysis, streamlining the path from identification to enrollment.

The Challenge

Manual risk stratification in traditional CCM platforms like ChronicCareIQ often leads to staff burnout, missed high-risk cohorts due to data entry delays, and low enrollment rates caused by slow outreach cycles and heavy administrative requirements.

Step-by-Step Workflow

1

Data Integration & Ingestion

Tile Health pulls real-time EHR data to identify patients with two or more chronic conditions, while ChronicCareIQ often requires manual patient list uploads or static portal syncs that may lag behind current clinical status.

Best Practices
  • Ensure EHR API access is active for real-time syncing
  • Map ICD-10 codes to your risk stratification logic
Common Pitfalls
  • Relying on quarterly data exports
  • Ignoring secondary diagnosis codes
2

AI-Driven Initial Outreach

Tile’s AI voice agents contact potential CCM candidates immediately to assess current health status. This is a proactive shift from ChronicCareIQ, which typically waits for patient-initiated app inputs or manual staff calls.

Best Practices
  • Customize the AI voice to match your practice's tone
  • Schedule outreach during peak patient availability
Common Pitfalls
  • Using robotic scripts that lower patient trust
  • Waiting more than 48 hours to follow up on EHR flags
3

Conversational Risk Analysis

During the AI call, Tile analyzes speech patterns and sentiment to detect acuity levels that traditional software-based questionnaires found in ChronicCareIQ might miss due to patient survey fatigue.

Best Practices
  • Include social determinants of health (SDOH) questions
  • Monitor for keywords indicating recent ER visits
Common Pitfalls
  • Over-relying on yes/no questions
  • Ignoring verbal cues of patient distress
4

Automated Risk Scoring & Tagging

Tile Health assigns a dynamic risk score based on AI interaction and EHR history, bypassing the manual scoring hurdles and subjective staff assessments common in legacy CCM platforms.

Best Practices
  • Set thresholds for immediate clinical escalation
  • Review AI-assigned scores weekly for accuracy
Common Pitfalls
  • Failing to update risk scores after acute events
  • Using a one-size-fits-all scoring model
5

EHR Documentation & Escalation

High-risk flags and call transcripts are routed directly to providers in the EHR. Tile Health ensures users act on clinical data faster than those monitoring disconnected ChronicCareIQ dashboards.

Best Practices
  • Enable push notifications for high-risk alerts
  • Verify the transcript is attached to the patient encounter
Common Pitfalls
  • Leaving risk alerts in a third-party portal
  • Delaying provider notification of high-acuity changes
6

Automated Enrollment Capture

Tile automatically captures the verbal consent and medical necessity documentation required for APCM/CCM, reducing the administrative burden compared to manual entry in ChronicCareIQ.

Best Practices
  • Standardize the verbal consent script
  • Link enrollment data to billing modules
Common Pitfalls
  • Missing the required APCM documentation elements
  • Manual re-entry of consent data into the EHR

Expected Outcomes

1

Reduced staff time spent on manual risk assessment by 70%

2

Higher enrollment rates for APCM/CCM through immediate AI outreach

3

Improved accuracy in identifying high-acuity patients via conversational AI

4

Faster time-to-reimbursement for chronic care services

5

Seamless EHR documentation without manual data entry

6

Enhanced compliance with HIPAA and BAA standards

Frequently Asked Questions

Tile uses proactive AI voice agents to assess risk through natural conversation and real-time EHR data, while ChronicCareIQ relies primarily on patient-reported outcomes via an app or manual staff monitoring.

Yes, Tile Health features deep bidirectional EHR integration to sync risk scores and clinical notes directly, eliminating the need for the manual data bridging often required by traditional CCM software.

Absolutely. Tile's AI is specifically designed to handle the documentation, risk stratification, and patient engagement needs of the Advanced Primary Care Management (APCM) codes, which require more automation than standard CCM.

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Risk Stratification Guide: Tile Health vs ChronicCareIQ | Tile Health