OpenClaw for Hospitals: Automating Post-Discharge Follow-Up to Reduce Readmissions

OpenClaw for Hospitals: Automating Post-Discharge Follow-Up to Reduce Readmissions

Hospital discharge is a high-risk transition. A patient who spent days in hospital being monitored, medicated, and supported by a multidisciplinary team goes home — often within 24 hours of a major medical event — to manage a new or changed condition with limited support. Many are confused about their medications. Many do not understand the warning signs that should bring them back. Many do not have a GP appointment booked.

The result: 30-day readmission rates average 15–20% across most health systems. A significant proportion of these readmissions are preventable with better post-discharge support.

OpenClaw automates a structured post-discharge follow-up programme via WhatsApp — extending the hospital's reach into the critical first two weeks after discharge.

Setting Up OpenClaw for a Hospital Discharge Programme

```bash

curl -fsSL https://openclaw.ai/install.sh | bash

openclaw onboard --install-daemon

```

Connect WhatsApp Business. Integrate with the hospital's discharge planning system via webhook — when a patient is discharged with a WhatsApp number on file and is enrolled in the follow-up programme, OpenClaw automatically initiates the follow-up sequence.

The 24-Hour Check-In

```

Skill: discharge-checkin-24h

Trigger: 24 hours after discharge (webhook from discharge system)

Prompt: "Send a warm post-discharge check-in to [Patient Name]: 'Hi [Name], this is [Hospital Name] checking in. You were discharged from our hospital yesterday and we want to make sure you are settling in at home. How are you feeling today overall — better, about the same, or worse than when you left hospital? Have you been able to take your medications today? Do you have any questions about your discharge instructions? We are here to help — just reply to this message.' When they reply, assess the response: if they indicate they are feeling worse or have not been able to take medications, escalate to the discharge follow-up nurse immediately."

```

Medication Confirmation and Clarification

Medication errors at discharge are a major driver of preventable readmissions. The 24-hour check specifically addresses this:

```

Skill: medication-confirmation

Trigger: runs as part of 24-hour check-in flow if patient indicates medication concern

Prompt: "The patient has indicated they are unsure about their medications. Reply: 'No problem at all — medication changes can be confusing. Your discharge summary listed the following medications: [from discharge record]. For each one, I can explain what it is for and how to take it. Which one are you unsure about? Just reply with the name.' When they indicate a specific medication, explain in plain language what it is, when to take it, and what to do if they miss a dose. If they indicate they cannot afford their medications or cannot get to a pharmacy, alert the discharge nurse for social work referral."

```

Symptom Monitoring by Condition

For high-risk conditions, OpenClaw runs daily symptom checks tuned to the patient's discharge diagnosis:

**Heart Failure:**

```

Skill: post-discharge-hf-monitoring

Schedule: daily at 9 AM for 14 days post-discharge

Prompt: "Daily heart failure monitoring check-in for [Patient Name]. Ask: 'Good morning [Name]! Your daily heart check-in: (1) Weigh yourself this morning — what is your weight? (2) How is your breathing compared to when you left hospital? (3) Any new swelling in your legs or ankles? Reply with your numbers and we will check them for you.' Alert discharge nurse if weight gain >2kg in 2 days, or if breathing is reported as worse."

```

**Post-Surgical:**

```

Skill: post-discharge-surgical-monitoring

Schedule: daily at 10 AM for 7 days post-discharge

Prompt: "Post-surgery check-in for [Patient Name]: 'Hi [Name], day [X] since your surgery. Quick check: (1) How is your pain level today on a scale of 1-10? (2) Any redness, swelling, or discharge from your wound? (3) Any fever (temperature above 38°C)? (4) Are you able to eat and drink normally?' Alert discharge nurse if: pain >7, fever present, wound changes reported. Provide reassurance and self-care guidance for normal recovery symptoms."

```

GP Appointment Confirmation

Patients often discharge without booking a follow-up GP appointment. OpenClaw addresses this directly:

```

Skill: gp-appointment-prompt

Trigger: 48 hours post-discharge

Prompt: "Send [Patient Name]: 'Hi [Name], just checking — have you been able to book a follow-up appointment with your GP? Your discharge summary recommends seeing your GP within [timeframe]. This is really important to make sure your recovery stays on track. If you have not booked yet, here are a few options: [GP practice name and phone, online booking link if available]. If you do not have a regular GP, reply GP and we can help you find one.' Log whether the appointment has been confirmed."

```

Escalation Pathways

OpenClaw's post-discharge monitoring is only as valuable as its escalation pathways:

The human clinical team is always in the loop for anything beyond routine monitoring.

What Hospitals Report

Hospitals with structured post-discharge follow-up programmes report 20–30% reductions in 30-day readmission rates for enrolled patient populations. OpenClaw makes this programme scalable — a single discharge nurse can oversee follow-up for 50+ patients because routine monitoring is handled automatically and they are only contacted for genuine concerns.