Book a readiness call

Clinics & healthcare

AI for clinics and healthcare providers

Reception is the busiest, most interrupted role in any clinic. Most of what it handles is scheduling. Very little of it needs clinical judgement — but all of it needs to be handled carefully, because this is health data.

Book a 30-minute call Score your readiness

The day-to-day

What we see when we sit with your team

  • The phone rings constantly during clinic hours and nobody can answer it while checking a patient in.
  • No-shows run at a level everyone has quietly accepted as normal.
  • Patients call after hours with questions that are administrative, not clinical, and get nothing.
  • Intake information is collected on paper or verbally and re-keyed later, with the errors that implies.

Where the money goes

Four leaks, and the mechanism behind each

  1. Scheduling consumes clinical support time

    Booking, rescheduling and cancelling appointments is high-volume, rules-based work. Every minute reception spends on it is a minute not spent on the patient in the room.

  2. No-shows are a reminder and friction problem

    A patient who cannot easily reschedule will simply not attend. Making cancellation frictionless sounds counterintuitive but reliably increases utilisation, because a cancelled slot can be refilled and a no-show cannot.

  3. After-hours calls are lost entirely

    Patients often deal with admin in the evening. A clinic that cannot take a booking at 8pm loses it to one that can.

  4. Manual intake introduces errors at the worst point

    Details captured verbally and typed later are the origin of a large share of billing and record errors. Structured capture at the point of contact removes an entire class of rework.

What we would build

Specific to your operation, not a template

Appointment agent

Books, reschedules and cancels against your practice management system, respecting clinician availability, appointment types and duration rules. Confirms by SMS or WhatsApp.

Reminder and confirmation flow

Automated reminders at the intervals that actually work for your patient mix, with one-tap confirm or reschedule, and automatic offer of the released slot.

Structured pre-visit intake

Collects the administrative and history information you need before the appointment, in the patient's language, written straight into the record so nothing is re-keyed.

Carefully scoped information line

Answers strictly administrative questions — opening hours, location, parking, what to bring, insurance accepted, preparation instructions you have published — and escalates anything else immediately.

What we design around

The constraints specific to your sector

These are the things that make a generic build fail here. We treat them as hard requirements from day one, not as issues discovered in testing.

  1. No clinical advice. Ever.

    The agent does not triage, diagnose, interpret symptoms or advise on medication. Any clinical question is an immediate, unconditional escalation to a person. This boundary is enforced in the guardrails, not left to the model's judgement.

  2. Patient data governance comes first

    Before any build we agree what data the agent may see, where it is processed, how long it is retained and who can access it — aligned to UAE health data regulation and your own obligations. This is scoped in the governance engagement, not bolted on afterwards.

  3. Emergencies bypass everything

    Explicit detection for language indicating urgency, with an immediate instruction to call emergency services and a hard handover. Tested deliberately and repeatedly.

  4. Consent and disclosure

    Patients are told they are speaking to an automated system and how their information will be used, at the start of the call.

A realistic first quarter

What the first 90 days actually look like

Indicative, and it changes with your systems — but this is the shape, and the ordering is deliberate: lowest risk first, so the evidence arrives before the exposure does.

  1. Weeks 1–3

    Governance first: data map, retention, access, escalation policy, and the explicit list of what the agent may never do.

  2. Weeks 4–6

    Build reminders and confirmations. Lowest clinical risk, fastest measurable effect on utilisation.

  3. Weeks 7–11

    Add booking and rescheduling against the practice management system, tested extensively including emergency-language cases.

  4. Weeks 12–13

    Add structured pre-visit intake once the booking flow has run clean on live traffic.

How we would engage

The services that fit this sector

Control the risk

Governance & Security

Your team is already pasting client data into public AI tools. We put the policy, access controls and vendor review in place that let you say yes to AI safely — sized for a mid-sized business, not an enterprise compliance department.

3–4 weeks From AED 35,000
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Build it

Agentic AI & Automation

Voice and chat agents that answer every call, qualify the enquiry, take the booking and write it into the systems you already use — in English and Arabic, around the clock. Amira, running live for a Dubai client, is one of ours.

4–12 weeks by scope From AED 60,000
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FAQ

Clinics & healthcare: your questions

Is this compliant with UAE health data rules?

It can be, and that is precisely why we start with governance rather than with a build. We agree data residency, processing, retention and access before writing an agent, and we will decline a workflow that cannot be done compliantly.

What if a patient describes symptoms?

The agent does not engage with them. It escalates to a person, and where the language suggests urgency it instructs the caller to contact emergency services immediately. We test this path harder than any other.

Can it work with our practice management system?

Usually. We confirm what your system exposes in the first fortnight. Where an integration is not available we design around it rather than promise something we cannot deliver.

Will elderly patients cope with it?

Some will not, and that is fine — the agent is not the only route in. A patient who asks for a person gets one. Removing the routine calls is what frees reception to give those patients more time, not less.

Let us look at your numbers

Bring us a month of call logs or enquiry data and we will tell you, specifically, where it is leaking and what it is worth fixing.

Book a 30-minute call Email us

Other sectors we work in