Deploy an agentic appointment and international-patient coordination layer across BDMS brands — booking, preparation, and follow-up in the patient's language, with every clinical question routed to qualified staff.
BDMS is one of Asia-Pacific's largest private hospital groups with roughly 50 hospitals across brands including Bangkok Hospital, Samitivej, BNH, Phyathai, and Paolo, plus a significant medical-tourism business.
Public factInternational patients — Middle Eastern, Chinese, Japanese, expat — are a high-revenue segment requiring language-specific coordinators whose capacity gates inquiry response times.
Reasoned inferenceAppointment no-shows and phone-only booking friction are standing costs across specialist clinics at every large hospital network.
Reasoned inferenceThailand's PDPA treats health data as sensitive, and clinical-safety governance requires that agents never give medical advice — routing design is the trust foundation.
Public factPost-discharge follow-up conversations (medication reminders, wound-care check-ins with photo escalation) could become a differentiated care product for BDMS's premium positioning.
Seller hypothesis — validateValidate with the account team before outreach: HIS scheduling API accessibility across hospital brands · International-inquiry volume and current response-time baseline · Clinical-governance requirements for conversational AI in patient contact
Limited internal ability or appetite to build the core platform — strong candidate for the packaged solution
Evidence: BDMS is a hospital operator whose IT capacity is committed to clinical systems (HIS/EMR) and procured through healthcare vendors — there is no internal AI-platform organization, and none is plausible. Conversational infrastructure will be bought, with clinical governance as the selection criterion.
Why they won't build the full stack: Sensitive health data under Thai PDPA and strict no-medical-advice guardrails demand a hardened, auditable platform; an internal build would put clinical-governance risk on hospital IT teams that have no mandate for it.
International-patient revenue growth and hospital-network expansion are recurring themes in investor communications.
GTM implication: One recovered international case pays for weeks of usage — position 24/7 multilingual intake as revenue capture, with no-show reduction as the domestic kicker.
| Workflow | Why it matters here | Value | Complexity | Speed | Channels |
|---|---|---|---|---|---|
Appointment booking & preparation Booking against live schedules in Thai/English/Arabic/Mandarin, smart reminders with one-tap reschedule, prep instructions delivered proactively. | Specialist slot utilization and no-show rates directly drive revenue per bed and physician satisfaction. Friction today: Phone-only booking with hold queues; reminders inconsistent across hospital brands. | LINEVoiceWhatsApp | |||
International patient inquiry & coordination 24/7 multilingual intake, estimate and visa-letter process guidance, coordinator handoff with full context. | Each converted international case is high revenue; response speed in the inquirer's language decides conversion. Friction today: Language coordinators cover business hours; inquiries from other timezones wait overnight. | WhatsAppEmailWeb chatVoice | |||
Post-visit follow-up & billing questions Itemized billing explanation within policy, aftercare instructions resent on demand, clinical questions routed to nurses. | Billing confusion and unclear aftercare drive repeat calls and erode premium perception. Friction today: Patients call the ward or billing desk; answers depend on who picks up. | LINEVoice |
Voice & channel orchestration, telephony, conversational execution, session/state, routing, integration build. Capability coverage validated during implementation.
API access to these systems is the critical-path dependency.
Identity-bound sessions, policy-bounded actions, 100% audit logging, human approvals at defined points, in-tenant intelligence.
All figures are modelling estimates from the labeled inputs above — nothing here is customer-provided yet. The pilot's first job is replacing these assumptions with BDMS (Bangkok Dusit Medical Services)'s measured baseline. Package price covers implementation only; recurring usage billed separately.
Why this package for BDMS (Bangkok Dusit Medical Services): A contained pilot on appointment journeys at one or two flagship hospitals respects clinical-governance review while proving no-show and call-deflection economics quickly.
Packages cover implementation and integration only. Recurring costs are billed separately: Tilicho Labs platform usage (~$0.15/call-min indicative, usage only), Google Cloud consumption, telephony/carrier charges, managed operations, and support & optimization. No package includes unlimited usage.
“BDMS competes globally on clinical excellence wrapped in service excellence. Answering a Riyadh inquiry in Arabic at midnight is service excellence no staffing roster can deliver — and it books revenue.”
“One platform integrated with HIS scheduling serves every brand's appointment journey — governed centrally, with health-data handling designed for PDPA's sensitive-data class.”
“No-show reduction and call deflection at flagship hospitals are measurable within one quarter — and the same platform absorbs the international-inquiry queue overnight.”
“The agent never practices medicine: every clinical question routes to qualified staff with full context. What it does do is ensure no patient waits on hold to be cared for administratively.”
“Sensitive-data consent, strict no-medical-advice guardrails, and complete interaction logs — clinical governance reviews a designed system, not an improvised chatbot.”
“One recovered international case pays for weeks of platform usage; no-show reduction at specialist clinics compounds on top. The Launch package keeps initial exposure contained.”
Written from this account's own research — the strategic signal, the capability gap, the entry workflow, and the modelled economics — not a mail-merge template. Pick the moment and the persona, edit anything, then copy or open in your mail client.
Customer-safe by construction: drafts are composed only from customer-facing fields. Account tier, build-vs-buy classification, priority score, internal routing, and partner-commercial detail are not inputs to the composer, so they cannot appear in a draft. Money figures are always framed as modelled from the customer's own volumes. Read before sending — you own what goes out.
Southeast Asia's largest private hospital network (~50 hospitals: Bangkok Hospital, Samitivej, Phyathai, Paolo) with a major international-patient business — high-value appointments and multilingual coordination, but healthcare procurement cycles and clinical-safety review make it a patient, focused pursuit.
Scope an appointment-and-reminder pilot at one flagship hospital plus a 24/7 international-inquiry agent for the Middle East desk.
Entry: Appointment booking, reminders & preparation · Launch package · 8–10 weeks to a live, measured pilot. Human fallback throughout; success thresholds agreed before build.
Start the pursuitResearch-based priority-account universe assembled from public information, market scale, communication volume, and solution fit. This is NOT an authoritative list of top Google Cloud customers; existing Google Cloud relationships are noted only where publicly reported. Validate every account with the account team before outreach.