Healthcare and pharma · Healthcare · Poland

Patient registration without the front desk — AI books appointments at any time of day

Coblit's medical chatbot registers patients at a clinic in Gdańsk without the front desk: it collects data, runs an initial interview and books visits.

About the project

Medical clinic in Gdańsk

We designed and delivered an AI system that takes over registration: it talks to the patient, collects data, runs an initial interview, qualifies the patient and books the appointment in the clinic's system.

The outcome at a glance

  • Less work for the front desk
  • Faster patient registration
  • Better availability of services
  • Fewer lost appointments
  • Organised patient data

Project journey

From challenge to success

Problem

Patient registration was manual and put a strain on staff: the front desk handled phone calls and messages, collected data by hand, and patients waited a long time to be contacted.

  • Heavy front-desk workload
  • Handling phone calls and messages
  • Collecting patient data by hand
  • Long waiting times for contact
  • Some patients lost

Cost of the problem

Every day without a solution meant more manual work, slower service and missed opportunities.

  • High front-desk costs
  • Limited availability for patients
  • Long queues and waiting times
  • Lost potential appointments
  • No scalability

Solution

We designed and delivered an AI system that takes over registration: it talks to the patient, collects data, runs an initial interview, qualifies the patient and books the appointment in the clinic's system.

  • Medical chatbot that leads the conversation
  • Collecting patient data
  • Initial interview tailored to the case
  • Booking appointments
  • Integration with the clinic's systems
  • Clinic-specific scenarios and branding

Business results

Registration is no longer the clinic's bottleneck.

  • Less work for the front desk
  • Faster patient registration
  • Better availability of services
  • Fewer lost appointments
  • Organised patient data

Key value

What really makes the difference

Available 24/7

  • No opening-hours limits
  • Instant response
  • Registration at any time of day

Booking appointments

  • Choosing a time slot
  • Saving the appointment
  • Passing data to the clinic's system

The patient goes from first contact to registration in a single process.

AI instead of forms

  • Dynamic conversation
  • Tailored to the patient
  • No rigid form

Organised data

  • Data in a structured format
  • Fewer errors
  • An organised registration process

Summary

The project shows how AI can take over patient registration and relieve medical staff — as a digital front desk available around the clock.

Who it’s for

Who this kind of solution helps most

We see similar challenges in many companies. If you recognise yourself in this list, this project shows what we can do for you too.

  • Private clinics and outpatient centres
  • Dental practices
  • Rehabilitation and physiotherapy centres
  • Aesthetic medicine clinics
  • Veterinary practices
  • Laboratories and sample collection points

Why it works

5 reasons why this solution works

I want a similar solution
  1. A front desk open 24/7

    Patients can register at any time, so the clinic doesn't lose appointments outside working hours.

  2. From conversation to booked appointment

    The chatbot picks a time slot and passes the data to the clinic's system in one process, with no call-backs.

  3. A conversation instead of a form

    The interview adapts to the patient and the type of visit, so registration is simpler than a rigid form.

  4. A relieved front desk

    Staff no longer have to handle every call and message or collect patient data by hand.

  5. Organised data

    Information reaches the system in a structured format, which reduces registration errors.

How we ran the project

From analysis to ongoing development — one partner at every stage

This is how we worked together on the Medical clinic in Gdańsk project: from understanding the processes, through wireframes and architecture, to rollout and further development.

  1. Analysis and workshops with the client’s team

    We talk to the people who will use the system. We map out how processes work today, where time and money are being lost, and how they should work a year from now, once the company has grown.

    In this project
    • Together with the clinic, we analysed the front-desk workload: phone calls, messages and manual data collection
    • We established what information is needed for registration and the initial interview
    What you gain

    We build what solves a real problem — not a list of features nobody will use.

  2. UX/UI mock-ups and prototype

    We design screens and user journeys in Figma and test a clickable prototype with future users before the first line of code is written.

    In this project
    • We designed a conversation that guides the patient from first contact to a booked appointment — with no rigid form
    • We matched the chatbot to the clinic's branding
    • Mock-ups and a clickable prototype prepared in Figma
    What you gain

    You see and test the solution at the outset — changes to a mock-up cost a fraction of changes to a finished system. You can order the analysis and mock-ups as a separate stage.

  3. Technology selection and architecture

    We choose technologies to match the goal, the budget and the systems already running in the company. We design the architecture, integrations and data security so that the system can grow together with the business.

    In this project
    • We planned integration with the clinic's systems and secure, structured storage of patient data
    Technologies in this project
    • AI system / chatbot
    • API integrations
    What you gain

    No costly rework a year later — the system is ready for more users, more data and new features.

  4. Building in stages

    We work in short stages and show a working version every few weeks. We launch the features that deliver the biggest savings first.

    In this project
    • Registration, patient qualification and time-slot selection
    • Interview scenarios depending on the type of visit
    What you gain

    You have constant visibility of progress, a say in the direction and see the first results sooner.

  5. Testing, deployment and training

    We test the system, migrate the data, launch it in the production environment and train the team in day-to-day use.

    In this project
    • We launched a digital front desk available 24/7 across several channels
    • The front desk is no longer the clinic's bottleneck
    What you gain

    A smooth start without downtime — from day one the team knows how to work in the new system.

  6. Support and development after launch (SLA)

    After launch we monitor operation, respond to tickets under the SLA and extend the system with further features and automations.

    In this project
    • We keep extending the scenarios with further services and specialties of the clinic
    What you gain

    One partner from idea to ongoing development — you are never left alone with the system.

How we work with every client   Technologies we build with

Ready for your own success story?

Let’s build your project together

Facing a challenge similar to Medical clinic in Gdańsk? We’ll show you how quickly you can go from idea to a working solution.

Book a short call
Book a 30-min call