AI for Healthcare & Medical Tourism

AI for hospitals and medical tourism, with patient data kept in Thailand

Secure AI agents and speech AI that give coordinators and doctors time back, hosted on PDPA-compliant Thai infrastructure.

8steps from first idea to production
8–12weeks to a working pilot
4–8week AI strategy phase
1sentence is enough to start

About the industry

What AI means for Thai hospitals and medical tourism

Thai hospitals compete for international patients who write in many languages and send records from abroad, while doctors spend a large share of each visit typing notes. Health data is also among the most sensitive data a hospital holds, so any AI must be private, logged, and access-controlled.

In practice, AI in healthcare is an intake and triage agent for coordinators, a speech-to-note scribe for doctors, and a protocol assistant for staff. All of it is hosted on Thai infrastructure and designed so a clinician reviews and approves every output.

  1. 01
    Intake

    Triage and quotes for international enquiries

  2. 02
    Documentation

    Speech AI drafts notes in Thai and English

  3. 03
    Follow-up

    Scheduling, reminders, and post-visit instructions

  4. 04
    Knowledge

    Cited answers from protocols and formularies

AI in action

See how the AI system works

Your data goes in, a model reads it, and a decision comes out with a record your team can audit.

  1. Patient data inEnquiries, overseas records, consultation audio, HIS and EMR data
  2. AI modelsSpeech-to-text, private language models, retrieval over protocols
  3. Decision outDraft note, summary, or quote for a clinician or coordinator to approve
ai-engine · event streamillustrative sample
  • 001visit-5102 · dosage unclear in the audio · flagged to the doctor instead of guessed
  • 002enq-310 · overseas MRI report summarised · quote drafted for the coordinator
  • 003visit-5103 · TH consultation · structured note drafted for approval
  • 004appt-902 · follow-up reminder sent in the patient's language
  • 005protocol · "anticoagulant hold before surgery?" · answered from the hospital protocol with citation

Why AI, why now

Where AI changes the economics

01

International enquiries overwhelm coordinators

Records, questions, and quotes arrive in many languages. Faster responses decide which hospital the patient chooses.

02

Doctors type instead of listening

Clinical notes consume a large share of each visit. Speech AI can draft them for approval.

03

Health data is sensitive

PDPA treats health data as special category. AI must be private, logged, and access-controlled.

How we help

AI consulting for Healthcare & Medical Tourism

We are consultants first. We help you decide where AI gives clinicians and coordinators time back before any model touches patient data, and how to keep it private and auditable.

  1. AI opportunity assessment

    Shadow coordinators and clinicians and map time lost in intake, documentation, and follow-up to AI candidates.

  2. Data and HIS readiness

    Review HIS, EMR, imaging, and audio capture, consent flows, and what must be fixed first.

  3. Business case and prioritisation

    Rank use cases by clinician time saved, enquiry conversion, and time to value.

  4. Clinical safety, privacy, and governance

    Human approval rules, PDPA special-category data controls, access logging, and in-country hosting design.

  5. Pilot and clinical change management

    Pilot with one department, train staff, and agree the measures that decide scale-up.

How we work

From one sentence to a running system

Eight steps. You can stop after any of them and keep what we produced.

  1. 01
    Discover

    Describe your challenge

    One sentence in the builder, or a call.

  2. 02
    Discover

    Get a first blueprint

    Architecture, stack, timeline, budget range.

  3. 03
    Discover

    Discovery meeting

    30 minutes online with a senior consultant.

  4. 04
    Design

    Technical workshop

    Data, systems, and constraints, on site or online.

  5. 05
    Design

    Solution architecture

    A design your IT and security teams can sign off.

  6. 06
    Design

    Proposal & commercials

    Fixed scope, milestones, and price in THB or USD.

  7. 07
    Deliver

    Build & deploy

    Pilot in weeks, then production rollout.

  8. 08
    Deliver

    Run, license & expand

    Support, model monitoring, and new use cases.

What we build

AI solutions for Healthcare & Medical Tourism

WhatsApp · international officeillustrative
EN中文日本語

I need a knee replacement quote. Reports attached.

Thank you. I have summarised your reports for our orthopaedic team. A coordinator will confirm your package and cost.

Record summary attached

International patient intake and triage

An agent that triages enquiries, summarises overseas records, and prepares quotes for coordinator review.

The problem

Coordinators drown in multilingual enquiries and overseas records, so replies are slow and patients go elsewhere.

What you get

  • Replies in the patient's own language
  • Record summaries clinicians can scan in seconds
  • Urgency flags routed to the right specialist
  • Quote drafts from your price lists, approved by a person

How it works

  1. InputEnquiries and recordsMessages, referral letters, reports from abroad
  2. AIIntake agentUnderstands the request, summarises records, flags urgency
  3. OutputCoordinator packSummary, suggested package, and quote draft for a person to approve

Used by

  • International coordinators
  • Specialists
  • Sales

Connects to

  • Website, LINE, WhatsApp
  • CRM
  • HIS price lists
  • Document storage

AI use cases

Proven problems, practical AI

AI use case 01

International patient intake and triage agent

Problem
Coordinators are overwhelmed by multilingual enquiries and records from overseas patients.
AI solution
A secure agent triages enquiries, summarizes records, and prepares quotes, hosted on PDPA-compliant Thai infrastructure.

Outcome Faster quotes and higher enquiry-to-admission conversion.

AI use case 02

AI medical scribe

Problem
Doctors spend a large share of each visit typing notes.
AI solution
Speech AI drafts structured clinical notes in Thai and English for the doctor to approve.

Outcome More time with patients, more complete records.

Outcomes describe what each solution is designed to improve. Figures appear only where they come from a delivered project. Results depend on your data, systems, and scope.

Responsible AI

Governed from day one

  • Patient data never leaves Thai infrastructure
  • AI drafts, clinicians decide: no autonomous diagnosis or treatment
  • Access control and full audit logging aligned with PDPA

Technology we use

  • Speech-to-text for Thai and English
  • Private LLMs
  • HIS and EMR connectors
  • PDPA-compliant Thai hosting

Where your data lives

  1. Consult room and enquiry channelsAudio, records, and messages captured with consent
  2. PDPA-compliant Thai AI platformProcessing and models stay in Thailand
  3. HIS, EMR, and clinician approvalDrafts reviewed and signed by your staff

FAQ

AI for Healthcare & Medical Tourism: common questions

Is patient data safe with an AI scribe?

Audio and notes are processed on private, in-country infrastructure with access control and logging. We do not train public models on patient data.

Does the AI make clinical decisions?

No. It drafts notes, summaries, and quotes. A clinician or coordinator reviews and approves everything.

Can it work with our hospital information system?

We integrate through the HIS or EMR interfaces your vendor provides and confirm feasibility in the readiness check.

AI for Healthcare & Medical Tourism

Start with one AI pilot.

Eight to twelve weeks.A measurable target on your own data.