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4 contributions to AI for Clinics
Doctors shouldn't spend the first 10 minutes collecting information AI could gather before the patient even arrives.
Hi everyone, One thing I've noticed is that receptionists spend a huge amount of time asking the same questions to every patient before they even see the doctor. So I built an AI Patient Intake Agent that collects patient information, validates missing details, generates a concise patient summary, and sends everything to the clinic before the consultation begins. I recorded a quick walkthrough showing both the idea and the workflow behind it. I'd love to hear your feedback or any ideas that could make it even better.
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Doctors shouldn't spend the first 10 minutes collecting information AI could gather before the patient even arrives.
Why Most Clinics Struggle With Patient Follow-Ups (It's Not the Care, It's the Process)
Hi everyone, I've been thinking about something that I believe many clinics struggle with. Following up with patients after they leave the clinic. A patient finishes their appointment... They go home... And then one of three things usually happens: - They forget part of their treatment plan. - They still have symptoms but don't reach out. - They have a question, but nobody checks in with them. Reception staff already have enough on their plate, so manually following up with every patient just isn't realistic. I spent some time building a simple AI workflow to solve this, and here's how it works: 1. Once an appointment is marked as completed, the workflow waits 24 hours. 2. It automatically sends a personalized follow-up email asking how the patient is feeling. 3. If the patient replies, AI classifies the response (Improving, Needs Attention, Has a Question, or Emergency). 4. If attention is needed, the clinic is notified immediately. 5. If the patient doesn't reply, the workflow sends one reminder before closing the follow-up. 6. Every interaction is logged automatically, so the clinic has a complete record. The goal isn't to replace doctors or make medical decisions. It's simply to remove repetitive administrative work so healthcare professionals can focus on patient care. I'm still refining the workflow, but I thought I'd share the idea in case it helps someone who's building automations for healthcare. If anything is unclear or you have suggestions to improve it, I'd love to hear your thoughts. 🙌
Why Most Clinics Struggle With Patient Follow-Ups (It's Not the Care, It's the Process)
1 like • 8d
@Jem Arcibal Absolutely, I agree. AI works best as an assistant, not a replacement. Automating routine follow-ups saves a lot of time, while having a human step in for complex questions or personal situations creates a much better experience for patients. The AI + human workflow is where the real value is. Thanks for sharing your perspective! 🙌
0 likes • 4d
@Jem Arcibal I really appreciate that, Jem! 🤝 Glad it sparked a good discussion. I've enjoyed hearing your perspective on operations and systems looking forward to learning more from your posts as well. 🙌
The Future of Healthcare: AI-Powered Patient Communication & Booking
I know that doctors are facing many challenges every day, from managing appointments and answering repetitive patient questions to handling administrative tasks that take time away from patient care. My goal is to help doctors by creating an AI Doctor Assistant that automates communication, appointment booking, and daily clinic tasks — allowing them to save time, reduce workload, and focus more on providing better care for their patients.
The Future of Healthcare: AI-Powered Patient Communication & Booking
New Here...
Hey everyone! 👋I’m Mohammed Nematullah from India 🇮🇳 I’m a beginner in this space and excited to learn, connect, and grow with everyone here. I come from a background in AI, Data Science, and tech, and now exploring new opportunities and communities as well. By the way, it honestly seems like reaching Level 3 & 4 in this group is quite difficult 😅Would love to hear some tips from people who have already reached there!
1 like • 28d
Welcome! Great to see someone with an AI and data background here—that’s a strong foundation for this space. From what I’ve seen, consistency and actually engaging with others’ posts (not just posting) tends to matter more than anything for leveling up. Curious what area you’re planning to focus on first.
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Badr Elmeslouhi
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14points to level up
@badr-elmeslouhi-4980
Helping Businesses Save Time with AI Automation | n8n • OpenAI • Lead Qualification • CRM Automation

Active 1h ago
Joined Jun 12, 2026