Post-Discharge Visibility for Hospitals

Close the Visibility Gap After Discharge

MedSafe Follow-Up extends visibility beyond discharge by helping patients understand and manage recovery while giving hospitals a structured view of medication and recovery needs that may require attention. Patient-reported signals can then be prioritized, routed, resolved, and measured through a focused 30-day workflow—without requiring a patient app, account, or initial EHR integration.

Review the Evidence Center

The MedSafe Follow-Up Operating Model

01

Identify

Verify essential medication understanding and surface medication, recovery, access, or communication barriers after discharge.

02

Prioritize & Route

Distinguish routine recovery from episodes requiring attention and direct actionable needs to the appropriate hospital resource.

03

Resolve

Support structured follow-up, callback documentation, intervention tracking, and barrier resolution using the hospital’s existing care team.

04

Measure

Turn patient signals, follow-up activity, resolution, patient-reported support, and 30-day outcomes into operational analytics and executive reporting.

For Patients and For Hospitals

For Patients

  • Clearer understanding of discharge medications and recovery expectations
  • An easier way to report medication and recovery barriers
  • A defined path to communicate needs to the care team
  • Greater support during the post-discharge period

For Hospitals

  • Visibility into which episodes require attention
  • Structured follow-up and documented resolution
  • Operational analytics and leadership-ready reporting
  • Visibility into post-discharge needs that may contribute to avoidable utilization and readmission-related burden

Why MedSafe Is Different

MedSafe Follow-Up is not designed to replace the EHR or existing care-management tools. It adds a focused post-discharge layer for the period after the patient leaves the hospital—turning patient-reported medication and recovery signals into prioritized work, documented resolution, and measurable program visibility.

No Patient App or Account

Patients access the workflow through a secure QR/token experience without downloading an app or creating an account.

No Initial EHR Integration

The initial evaluation is designed to operate alongside existing hospital systems and workflows without requiring EHR integration.

Privacy-Minimized Pilot

The current pilot architecture is designed to operate without PHI stored in MedSafe, using tokenized patient access and hospital-held episode mapping.

Actionable Workflow

MedSafe moves beyond outreach alone by helping hospitals identify, prioritize, route, resolve, and measure defined post-discharge needs.

Platform Overview

See MedSafe Follow-Up in Action

A concise overview of the patient experience, structured clinical workflow and measurable organizational reporting.

Approximately 3 minutes

From Patient Signal to Executive Visibility

Patient-reported signals become prioritized work, documented resolution, and leadership-ready reporting—creating a measurable line of sight from the individual post-discharge episode to program-level performance.

MedSafe Follow-Up Recovery Worklist showing prioritized post-discharge episodes and follow-up status.

Recovery Worklist

Prioritized post-discharge episodes and follow-up activity in one operational view.

MedSafe Follow-Up monthly executive report page with program activity and follow-up results.

Monthly / Executive Report

Leadership-ready reporting on program activity and measurable follow-up results.

MedSafe Follow-Up program analytics dashboard showing barriers, resolution and outcome trends.

Program Analytics

Barriers, resolution, Day-30 outcomes and trends evaluated across the program.

Why Post-Discharge Visibility Matters to Hospitals

Visibility into the 30-day post-discharge period touches quality performance, utilization review, and how clinical resources are deployed.

Review the published evidence behind these post-discharge patterns

Safer Recovery

Medication changes, comprehension gaps, access problems, side effects, and recovery concerns can emerge after discharge. Earlier visibility can help identify needs that may otherwise remain unseen.

Readmission-Related Exposure

Potentially addressable medication, access, communication, and recovery problems may contribute to emergency care and 30-day readmissions. Earlier visibility gives the care team an opportunity to identify and address defined needs before they remain unseen.

Focused Staff Attention

Structured patient signals can help hospitals focus limited follow-up resources on episodes that require attention rather than relying only on universal manual outreach.

Why the 30-Day Window Has Financial Relevance

Under the CMS Hospital Readmissions Reduction Program (HRRP), eligible hospitals can receive a payment reduction ranging from 0% to 3%. The adjustment is applied to Medicare fee-for-service base operating DRG payments for eligible hospitals during the fiscal year. This makes readmission performance a quality issue, an operational issue, and a financial issue.

Source: CMS Hospital Readmissions Reduction Program

MedSafe Follow-Up does not claim that every readmission is preventable or that use of the platform independently reduces readmissions or guarantees financial savings.

How It Works

A structured six-step workflow that runs from discharge through the 30-day outcome review.

1

Patient Enrollment

Hospital staff create the session during discharge and provide the patient's Recovery Passport.

2

Medication Review

The patient scans the secure QR code and reviews medication-specific education in a supported language.

3

Barrier Identification

Brief questions assess medication understanding and identify medication or recovery barriers.

4

Clinical Follow-Up

Flagged findings are prioritized and routed to the recommended clinical role for review.

5

Recovery Concern Reporting

During the active reporting window, the patient may use the same Recovery Passport to report a new medication or recovery concern.

6

Quality Improvement Reporting

The organization reviews engagement, risk, intervention, resolution, recovery-concern, and 30-day outcome measures.

Designed for Real Hospital Workflows

MedSafe Follow-Up fits existing discharge, medication-safety, and quality-improvement processes — and works across diverse patient populations through clinically reviewed multilingual content.

No initial EHR integration
No patient app or account
QR/token patient access
Minimal staff training
Hospital-controlled clinical follow-up
Structured routing
Measurable pilot
Designed to operate without PHI stored in MedSafe

Program Fit

  • Transitions-of-care initiatives
  • Pharmacist-led medication follow-up programs
  • Nursing and care-management workflows
  • Structured barrier identification and resolution tracking
  • Quality-improvement reporting and pilot evaluation
  • Readmission-review and outcome-monitoring workflows

Patient Signals Surfaced

  • Medication confusion
  • Medication access issues
  • Side-effect concerns
  • Health-literacy challenges
  • Cost and affordability concerns
  • Transportation barriers
  • Missed follow-up needs

Multilingual Patient Education

English

Available

Spanish

Available

Arabic

Available

More languages

Planned

Language-specific content includes translated medication education, comprehension questions, and barrier-identification workflows. Patients may change their displayed language after scanning the Recovery Passport.

Translated clinical content undergoes internal clinical review before activation.

Clinical Perspective

MedSafe Follow-Up was developed by Durade Zebari, PharmD, B.S., founder of MedIntel Health LLC, with input from clinical and operational advisors. As a practicing hospital clinical pharmacist with experience in inpatient medicine, emergency medicine, medication safety, and transitions-of-care workflows, he designed the platform around recurring post-discharge challenges observed in clinical practice — medication-understanding gaps, medication access and adherence barriers, limited discharge-counseling time, health-literacy variability, recovery and social-support barriers, and difficulty identifying follow-up needs after discharge.

The workflow is designed to complement existing hospital education, discharge, and quality-improvement processes rather than replace clinician judgment.

Clinical Scope Disclosure

MedSafe Follow-Up is a discharge communication and quality improvement tool. It does not replace physician orders, pharmacist counseling, nursing assessments, or emergency medical care. All clinical decisions remain the responsibility of licensed healthcare professionals.

This platform is not monitored for urgent clinical concerns or emergency response. For medical emergencies, patients should call 911 immediately.

Evaluate MedSafe Follow-Up in Your Own Workflow

Evaluate a low-burden approach to post-discharge visibility, follow-up workload, resolution, and measurable 30-day program outcomes within your own hospital workflow.

The initial hospital pilot is designed to let organizations evaluate patient engagement, understanding, barrier detection, follow-up workload, resolution, patient-reported support, and 30-day outcomes in their own environment before making a purchasing decision.

No fee for the initial pilotNo initial EHR integrationMinimal trainingDefined evaluation periodOrganization-specific reporting
Contact MedSafe Follow-Up
MedSafe Follow-Up

MedSafe Follow-Up is a post-discharge visibility and quality-improvement platform developed by MedIntel Health LLC. It supports medication understanding, barrier identification, structured clinical follow-up, recovery-concern reporting, and outcome measurement.

Not for emergency use. Patients experiencing medical emergencies should call 911 or contact emergency services immediately. This platform does not provide urgent clinical monitoring or emergency medical guidance.

Institutional Compliance & Security Contacts

Security and privacy-related inquiries may be directed to security@medsafefollowup.com or privacy@medsafefollowup.com. Access is role-based and monitored for data integrity.

© 2026 MedSafe Follow-Up. All rights reserved.

Designed for hospital quality improvement and post-discharge medication safety workflows.