AI Telegram bot for initial patient consultation + tests + integration with GoHighLevel CRM
It is necessary to develop a Telegram bot with AI that communicates with patients, collects data for treatment appointments, accepts photos/files of tests, performs initial screening, and transmits structured data to GoHighLevel (GHL) CRM.
Receiving files/photos (PDF/JPG/PNG)
Extracting key indicators
AI generates a short conclusion in a standardized format:
“OK / doctor consultation needed / urgent”
list of “what to clarify” + recommendation for the next step
Important: the bot does not make diagnoses
Work results
Client's review of cooperation with Daryna Mahas
AI Telegram bot for initial patient consultation + tests + integration with GoHighLevel CRMThe task has not been completed. Promised 5 days that it would be done, but the result is 0.
Freelancer's review of cooperation with Anastasiya Belokamentseva
AI Telegram bot for initial patient consultation + tests + integration with GoHighLevel CRMDoes not pay for the services provided and convinces that they were not provided. As a client, does not fulfill their obligations. This is fraud. Impersonates another person. Does not pay for the services provided, provides irrelevant data. Does not respond to messages in a timely manner. Switches to communicate on Telegram.
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Anastasia, good day!
I have 3+ years of experience in automations make.com and n8n. I am ready to complete the task turnkey and create such a bot.
Can we discuss the details?
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Hello, Anastasia!
I hold 2nd place on the platform and specialize in developing chatbots and automations for business processes. I work with services like n8n/Make.com.
I have repeatedly implemented AI agents/consultants for communication and consulting with clients. I am attaching a case.
https://freelancehunt.com/showcase/work/ai-agent-dlya-internet-magazina-zdorovogo-pitaniya/1950472.html
You can familiarize yourself with similar works in my portfolio:Freelancehunt
Feel free to reach out, I would be happy to discuss your project in more detail.
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289 Good day!
I specialize in developing Telegram bots using Python and Aiogram.
Your task looks interesting, and I am ready to offer a structured solution with a clear architecture.
We can discuss the details (functionality, deadlines, budget).
I would be happy to collaborate!
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2211 18 3 Hello! I specialize in developing Telegram bots in Python and automating business processes through APIs. I have experience integrating with GoHighLevel CRM and working with OpenAI Vision API for text recognition from photos and PDFs.
How I propose to implement the project:
- AI Vision Pipeline: I will set up stable extraction of markers from photo/PDF analyses into a structured format.
- GHL Integration: automatic lead creation, filling Custom Fields, and transferring AI conclusions directly into the CRM.
- Medical Guardrails: software limitation of AI so that the bot acts strictly as a sorting assistant without making diagnoses (according to your request).
…
Regarding budget and timelines: the specified amount of 4000 UAH is optimal for developing an MVP (minimum viable product), which will include:
1. A standard patient data collection funnel.
2. Processing of one specific type of analysis (for example, only CBC) to check accuracy.
3. Basic data transfer to GHL.
Developing a full-fledged AI agent that will support a wide range of laboratory tests, complex filtering logic, and scalable architecture will require a larger budget. I am ready to discuss the full scope of tasks in private messages and form a final estimate after clarifying the details.
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235 1 0 I can implement such a Telegram bot turnkey.
I will propose a solution where the bot acts as an assistant for initial data collection, without making diagnoses, with a clear delineation of responsibilities.
How I see the implementation:
Bot functionality
Dialogue with the patient according to a script (complaints, purpose of the inquiry, basic questions)
…
Receiving files and photos of analyses (PDF / JPG / PNG)
Processing attachments (OCR + AI analysis)
Highlighting key indicators from analyses (structured)
AI summarization in a standardized format:
status: OK / consultation with a doctor needed / urgent
list of items "what needs to be clarified"
recommended next step
Clear message to the user that the bot does not make diagnoses
Integration with GoHighLevel (GHL)
Automatic creation / updating of leads
Transmission of:
contact details
responses from the questionnaire
AI conclusion
links to files or attachments
Ability to tag and status in CRM
Technically
Telegram Bot API (Python)
AI: OpenAI / GPT + OCR
File storage (cloud)
Logging and error control
Scalable architecture (scenarios can be expanded)
Important
AI is used only for screening and structuring, not for medical decisions
Response and conclusion formats are customizable to your requirements
Ready to:
propose architecture
estimate timelines and budget
show examples of similar AI bots (in private)
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2318 8 0 Hello!
I have experience in developing Telegram bots with AI, integrations with CRM, and processing files/documents. I can implement an AI bot that communicates correctly with patients, collects data for appointments, accepts photos and analysis files (PDF/JPG/PNG), extracts key indicators, and forms a structured initial screening without making diagnoses.
The AI will generate a standardized conclusion (OK/consultation needed/urgent), a list of clarifications, and a recommendation for the next step. The data will be transmitted to GoHighLevel (GHL) CRM in a format convenient for managers and doctors. I will ensure secure architecture, logging, scalability, and strict adherence to medical restrictions.
I am ready to discuss scenarios, stack, and phased implementation.
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589 2 0 Hello! I have experience building complex pipelines in n8n. I can implement the processing of medical documents (PDF/JPG) through OpenAI Vision models for extracting specific indicators. I know how to structure this data and send it to GHL via API. I can set up AI agents with clear guardrails so that the bot operates strictly within screening without making diagnoses. I work on my own Linux server, which ensures the stability of tunnels and processing.
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277 1 1 Hello) I will create a Telegram bot for initial patient consultations + tests + integration with GoHighLevel CRM. Contact me, we will discuss the deadlines and price.
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223 Medical data is a VERY delicate and private topic. GoHighLevel is not HIPAA-compliant by default. You want to store: -analyses -medical data -scans And this, in turn: -violations of HIPAA / GDPR -fines -criminal liability
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312 👋 Hello!
We create chatbots for Telegram, Instagram, Facebook, WhatsApp that automate sales, answer questions, and collect customer data.
They work 24/7, do not get tired, and do not forget to ask clarifying questions.
We integrate bots with CRM, payment systems, and analytics so you can see the complete picture of customer interactions and manage the process without overloading the team.
We are AnnaKonda Digital AI — a team of digital specialists that combines marketing, design, and automation. We work as a partner, not a contractor: we analyze the business, look for growth points, and offer solutions that really work.
💬 We would be happy to discuss your project in private messages and offer the best strategic solution just for you!
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4461 102 0 Good evening. I will be happy to help. I suggest we discuss the details!
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96304 1273 1 10 Hello. I have extensive experience in developing Telegram bots. I am ready to collaborate.
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2403 8 0 Good day, I am currently finishing a task on an AI agent that calls clients. I can implement the bot as you described, I recommend Google Gemini API, I can consult in private messages - write to me. I will show examples of work.
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1422 13 0 Hello. The task is clear.
I am ready to develop a Telegram bot using, for example, the OpenAI API. I have experience; I recently created a bot for dentistry that collects analyses and schedules appointments.
You will receive:
- a fully functional Telegram bot
- the logic of secure AI communication with disclaimers
- structured data in CRM
- clean and maintainable code
… To get started, please send the script or key questions for screening.
I am ready to start immediately; I can begin today.
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172 1 1 Good day! I am ready to complete this project. Extensive experience in developing various applications.
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1832 14 0 Hello. I have been developing Telegram bots for 4 years, 2 of which involve AI integration. During this time, I have developed many AI assistants based on Telegram bots. I also have experience working with healthcare products. I will be waiting for your message to discuss the details and implement your project.
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1048 7 1 Hello!
I have implemented a similar type of Telegram bot for a medical practice, where the bot collected data about patients and integrated with CRM. I will use FastAPI for the server side and aiogram 3.x for interaction with Telegram.
I will create a bot that will accept test files, extract key indicators, and generate conclusions. I will integrate with GoHighLevel for the transfer of structured data. This will optimize the data collection process and ensure the systematization of information about patients.
Let's discuss the details!
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492 4 0 Hello, the task is within my expertise.
You can review my cases here.
The task is interesting, but I suggest you create a more comprehensive project, as a result of which you will receive a bot, get integration with CRM, and be able to quickly adjust its operation in case your processes change. You will be able to make these changes without involving specialists of my level, independently.
I will set up the system with Shi, teach it to lead to purchase, registration, and more.
I can also set up smart mailing to remind and notify clients over time.
For such warming up, the highest conversion is achieved.
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1754 34 3 Good day, I have extensive experience in working with AI and creating/training AI models, ready to complete the project. Write for clarification of details.
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7134 13 0 Hello, I have made similar AI bots, I can connect one for you in one day, test it and everything will work well.
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9944 117 0 Hello!
I am developing bots for Telegram using NodeJS. I am ready to take on the project. Write to me, we will discuss.
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1762 19 0 1 Hello, Anastasia!
Our IT company creates and refines websites that operate stably, quickly, and solve specific business tasks for clients. We engage in developing websites "from scratch" as well as improving existing solutions, enhancing their performance and user experience for your users.
We have experience in:
- developing responsive and fast websites on various platforms (WordPress, OpenCart, Shopify, WIX);
- integrations with payment systems, CRM systems, external services, and internal systems;
- optimizing the performance and security of websites;
- setting up analytics and basic SEO tools;
… - software development and automation of business processes: managing customer databases, resource accounting, automating repetitive tasks, integrations with third-party systems;
After completing the project, we provide 14 days of technical support, during which we help adapt the system to your final business processes and consult on any questions regarding the field of work performed. Thanks to the free support of the completed project, this allows you to be confident that the developed solution operates stably from the moment of launch and does not require any additional adjustments.
We work in a structured, responsible manner - focused on results that align with your business goals.
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Доброго дня!
4000 це остаточна ціна за проєкт?
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