Case study · Healthcare
Home Healthcare Platform.
A home healthcare service that ran on paper, now 100% digital: from the patient's call to the doctor's visit, the documents, the approved payment and the books, in one platform with a built-in AI assistant, built end to end by us.

Case study
The challenge.
Our client sends doctors, nurses and ambulances to patients' homes, around the clock. Every visit touches a lot of people: the hotline that takes the call, the doctor on the road, the medical directors who review the care, the finance team that bills the patient or their insurer, and the patient waiting for help.
Until now, almost all of it ran on paper: bookings written down, consultations filled in by hand, invoices and insurance forms put together after the visit, and handovers passed on from one doctor to the next. Paper slowed every step down and made mistakes easy.
The brief was to take the whole service digital in one system. We built the complete platform: the operations dashboard with an AI assistant built in, a financial dashboard, the doctor app for iOS and Android, and the backend that connects them in real time, working on the road even with a weak signal.
- 01Booking from the dashboardThe hotline books a visit for an existing or a new patient in a few clicks, with the full patient history at hand
- 02Automatic dispatchEach booking is assigned to a doctor on its own, and the new consultation appears straight away in the doctor's app
- 03A fully digital consultationThe doctor records the whole visit on the phone, from vitals and diagnosis to consent, even offline
- 04Documents created automaticallyThe invoice, insurance forms, consultation reports, handover notes for the next doctor and lab requests are generated at the end of the visit
- 05Everything in one dashboardEvery document lands in the dashboard, where the team can review, edit and manage it later
- 06Payments approved onlineAuthorised people check and approve payments and insurance claims directly from the dashboard
- 07An AI assistant inside the dashboardThe team asks questions in plain language, like how many visits were cancelled this week and why, and gets answers and reports straight from the platform data
- 08Financial dashboardReads every invoice and every payment from the insurers, matches them up, and shows statistics and revenue forecasts
- 09Invoicing on autopilotInvoices are created automatically in the client's external invoicing software, with no copying by hand
- 10Patient historyOne page per patient with allergies, chronic conditions, medication, vital-sign charts and every visit
- 11Clinical safetyAn SOS button and an Ask for help escalation from a doctor to senior doctors, with urgent alerts and ambulance dispatch
- 12Security by designPatient data is encrypted in transit and at rest, every team sees only what its role allows, and an audit trail records who changed what
Case study
How it works.
Three products, one shared backend with an AI assistant on top, and not a single sheet of paper. When the hotline books a visit, the doctor's phone lights up; when the doctor finishes the consultation, every document is already in the dashboard, and the finances update on their own.
- 01 · Web app
Operations dashboard
Used by the hotline, medical directors, finance and administrators
Takes the calls and the bookings, follows every visit live, keeps every patient's history and every document, and lets authorised people approve payments. An AI assistant answers any question about the operation.
- 02 · Web app
Financial dashboard
Used by finance and management
Reads the invoices and the insurers' payments, matches them, forecasts revenue with clear statistics and creates invoices automatically in the external invoicing software.
- 03 · iOS & Android
Doctor app
Used by doctors and the medical team on the road
Shows each new consultation as soon as it is assigned, guides the visit, records the whole consultation even offline and creates the documents automatically at the end.
The core
One shared backend, with AI on top
A single Ruby on Rails and PostgreSQL core with real-time updates, push notifications and automatic PDF documents, an AI assistant that understands all of its data, encryption and role-based access throughout, connected to the phone system, SMS and the invoicing software.
One visit, end to end
- 01
Call
The patient calls the dispatch centre.
- 02
Hotline
The hotline answers and has the patient's history on screen.
- 03
Book
The hotline books the visit in the dashboard, for an existing patient or a new one.
- 04
Assign
The booking is assigned to a doctor automatically and appears in their app as a new consultation.
- 05
Consult
The doctor goes to the patient and carries out the whole consultation in the app, fully digital.
- 06
Documents
At the end, the app creates every document (invoice, insurance form, report, handover, lab requests) and it appears in the dashboard.
- 07
Approve
Authorised people check and approve the payments directly from the dashboard.
- 08
Finance
The financial dashboard matches insurer payments, updates the forecasts and sends the invoices to the invoicing software.
Case study
The impact.
The whole service, from the first call to the approved payment, used to run on paper. Today it is 100% digital: no forms filled in by hand, no documents put together after the visit and no handovers lost between doctors.
Behind the build
How it came together.
- Timeline
- 2025 to 2026
- Engagement
- Lead development
- Delivered
- Operations dashboard (web) for the hotline, medical and admin teams
- AI assistant built into the dashboard, answering questions about the whole operation
- Financial dashboard: invoice and insurer payment matching, statistics and revenue forecasts
- Automatic invoicing in the client's external invoicing software
- Doctor app for iOS and Android with offline consultations
- Automatic documents: invoices, insurance forms, consultation reports, handovers and lab requests
- Online approval of payments and insurance claims
- Shared backend with real-time dispatch and notifications
- Encrypted, role-based data access with a full audit trail
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