Built a WhatsApp first AI appointment management product for healthcare
Built a WhatsApp first AI appointment management product for healthcare
India's first whatsapp first AI appointment system which reduces operational overhead for the company and ease of booking for customer
India's first whatsapp first AI appointment system which reduces operational overhead for the company and ease of booking for customer
Timeline
Timeline
Timeline
Product type
Product type
Product type
Platform
Platform
Platform
Industry
Industry
Industry
Preview
Preview
Preview
Product Overview
Product Overview
Medisync is a WhatsApp first AI based appointment management system for healthcare companies. Customers can easily book, reschedule, or cancel appointments directly on their most comfortable app - WhatsApp
Medisync is a WhatsApp first AI based appointment management system for healthcare companies. Customers can easily book, reschedule, or cancel appointments directly on their most comfortable app - WhatsApp
Challenges & Solutions
Challenges & Solutions
1. Identifying Customer Intent based on WhatsApp Chat:
One of the initial problems that arrises in building chat based systems is identifying the intent of the patient. The patient can say any sentence and in any language or format. Identifying the correct intent based on that message will accordingly allow the patient further actions. For MediSync, it was identifying intent of Booking, rescheduling, cancelling or general inquiries.
What We Did: We built an intent agent which was fine-tuned to identify the intent of the user. The intent to be identified was of booking, rescheduling, cancellation, or general query intent. Whenever a new user input is received, this agent identifies the user intent and accordingly redirect the user flow to respective flow.
1. Identifying Customer Intent based on WhatsApp Chat:
One of the initial problems that arrises in building chat based systems is identifying the intent of the patient. The patient can say any sentence and in any language or format. Identifying the correct intent based on that message will accordingly allow the patient further actions. For MediSync, it was identifying intent of Booking, rescheduling, cancelling or general inquiries.
What We Did: We built an intent agent which was fine-tuned to identify the intent of the user. The intent to be identified was of booking, rescheduling, cancellation, or general query intent. Whenever a new user input is received, this agent identifies the user intent and accordingly redirect the user flow to respective flow.
Challenges & Solution
Challenges & Solution
2. Identifying right doctors based on symptoms
For any healthcare company, they get patients in wide range of educational backgrounds, age, city and more. The system needs to work robustly for every type of patient. Many times, patient asks narrate symptoms and ask for an appointment. In a multi-speciality healthcare system, this becomes a challenge. We built a specialised routing agent which routes patients to specific doctors based on their symptoms.
What We Did: We built a special agent which was fine-tuned with data of symptoms, co-occuring symptoms and respective specialisation mapping. Based on user’s symptoms, the agent would identify the specialisation and within which specific doctor would be aligned.
2. Identifying right doctors based on symptoms
For any healthcare company, they get patients in wide range of educational backgrounds, age, city and more. The system needs to work robustly for every type of patient. Many times, patient asks narrate symptoms and ask for an appointment. In a multi-speciality healthcare system, this becomes a challenge. We built a specialised routing agent which routes patients to specific doctors based on their symptoms.
What We Did: We built a special agent which was fine-tuned with data of symptoms, co-occuring symptoms and respective specialisation mapping. Based on user’s symptoms, the agent would identify the specialisation and within which specific doctor would be aligned.
Results
Results
Reduced operational overhead by 60%
Improved outreach and customer satisfaction
Return on Investment at 3.5x
Reduced operational overhead by 60%
Improved outreach and customer satisfaction
Return on Investment at 3.5x
Conclusion
Conclusion
MediSync is a powerful tool for the new generation of technological revolution. It reaches patients where they already and makes it easy for them to engage with healthcare brand
MediSync is a powerful tool for the new generation of technological revolution. It reaches patients where they already and makes it easy for them to engage with healthcare brand
"The SnapTech Project delivered a robust, high-performing MVP while maintaining strong collaboration, efficiency, and responsiveness"
Raghav B
CEO and Co-Founder @CreditCure
"The SnapTech Project delivered a robust, high-performing MVP while maintaining strong collaboration, efficiency, and responsiveness"
Raghav B
CEO and Co-Founder @CreditCure
"The SnapTech Project delivered a robust, high-performing MVP while maintaining strong collaboration, efficiency, and responsiveness"
Raghav B
CEO and Co-Founder @CreditCure
Ready to Launch Faster & Smarter?
Ready to Launch Faster & Smarter?
Let’s turn your product vision into reality — without the technical headache
Let’s turn your product vision into reality — without the technical headache
Ready to Launch Faster & Smarter?
Let’s turn your product vision into reality — without the technical headache