Max's growth model is brownfield beds that must ramp occupancy fast; an agentic layer for appointment booking, OPD coordination, and international-patient first response converts inquiry demand into filled slots and admitted patients across the network, in the patient's language, around the clock.
Max Healthcare operates around 5,000 beds across north-India metros and is expanding toward roughly 9,500 beds by 2028 through brownfield towers (Nanavati Mumbai, Mohali, Saket) and new projects.
Public factRecent quarters show strong growth — Q1 FY26 revenue up ~27% year-on-year with occupancy around 76% and expanding margins.
Public factInternational patient revenue grew ~32% recently to about 9% of hospital revenue, supported by presence across 13 countries via company and partner offices.
Public factIn a high-fixed-cost hospital model, unfilled OPD slots and no-shows are direct margin leakage — and newly commissioned towers make slot-fill velocity the metric the expansion thesis depends on.
Reasoned inferenceA large share of call volume is likely non-clinical — bookings, reports, directions, estimates — and international inquiries likely lose cases to competing hospitals on first-response speed across timezones.
Seller hypothesis — validateValidate with the account team before outreach: HIS scheduling API readiness across units (legacy variance between acquired hospitals) · No-show and slot-utilization baselines by specialty and unit · International-patient funnel metrics: inquiry-to-case conversion and current first-response times
Limited internal ability or appetite to build the core platform — strong candidate for the packaged solution
Evidence: A hospital operator whose technology estate (HIS, LIS, CRM) is bought from healthcare-IT vendors; there is no internal AI platform organization, and clinical governance culture strongly favors procured, auditable solutions with enforced boundaries over internal experimentation.
Why they won't build the full stack: Management bandwidth and capital are committed to the bed-expansion program; conversation automation is operational infrastructure, not clinical differentiation. Buying delivers multilingual coverage and governance-grade audit trails in months, which matters when new towers are commissioning on a schedule.
Bed capacity expanding from ~5,000 toward ~9,500 by 2028 via brownfield towers, with recent quarters showing ~27% revenue growth and firm occupancy.
GTM implication: Every new tower's occupancy ramp depends on appointment/OPD demand conversion — position the layer as expansion-execution infrastructure, not a call-center upgrade.
International patient revenue grew ~32% to about 9% of hospital revenue, backed by presence in 13 countries.
GTM implication: First-response speed is the controllable variable in international case wins — a 24/7 multilingual front desk is direct revenue capture on a stated growth line.
| Workflow | Why it matters here | Value | Complexity | Speed | Channels |
|---|---|---|---|---|---|
Appointment booking & no-show reduction Conversational booking from live schedules, smart reminders, one-tap reschedule; no-show rate measurably cut. | Slot utilization drives the fixed-cost model; new towers must ramp occupancy on schedule. Friction today: Hospital-board phone queues; reschedules restart the process; reminders are one-way SMS. | VoiceWhatsAppApp | |||
OPD & diagnostics coordination Multi-step visit coordination with prep guidance; diagnostics throughput and follow-up compliance raised. | OPD visits chain consultations, diagnostics, and follow-ups; coordination failures waste slots and stall care journeys. Friction today: Patients self-navigate between departments by phone; prep instructions get lost. | WhatsAppVoice | |||
International-patient first response & coordination 24/7 multilingual first response, structured case intake, and coordination with human case managers in the loop. | A ~9%-of-revenue growth line where first-response speed across timezones decides which hospital wins the case. Friction today: Email chains with country offices; estimates and visa letters take days; no 24/7 conversational front door. | WhatsAppEmailVoice |
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 Max Healthcare's measured baseline. Package price covers implementation only; recurring usage billed separately.
Why this package for Max Healthcare: Appointments plus OPD coordination and the international-patient desk is a multi-workflow deployment across hospitals with strict clinical boundaries — Scale scope; Launch would leave the international growth line unserved.
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.
“The expansion thesis is beds that fill fast. Conversational booking and coordination is the demand-side machinery of that thesis — visible in occupancy ramps within quarters, not years.”
“The agent integrates with HIS scheduling and is hard-bounded: no diagnosis, no triage beyond routing — clinical questions always reach qualified staff, and every conversation is logged for governance review.”
“No-shows and coordination failures waste the scarcest asset — specialist time. Reminders with one-tap reschedule and chained OPD coordination are the highest-certainty operational levers available.”
“Medical-value-travel cases are won on first-response speed. A 24/7 multilingual front door that produces structured case files for your managers is direct revenue capture across 13 country markets.”
“Health-data handling is DPDP-compliant with explicit consent; clinical boundaries are policy-enforced and auditable — designed jointly with clinical governance before any patient conversation.”
“Model filled-slot recovery and no-show reduction against fixed costs, plus international-case conversion lift — the occupancy-ramp math on new towers makes payback unusually fast.”
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.
Leading north-India hospital network (~5,000 beds expanding toward ~9,500 by 2028) with premium metro flagships, a fast-growing international-patient business, and brownfield towers that must fill as they commission — appointment/OPD coordination volume is the occupancy ramp's bottleneck.
Pilot appointment booking and reminders at two flagships (Saket, Mohali) with a no-show baseline, and a parallel international first-response pilot for two source markets, under a jointly-defined clinical-boundary policy.
Entry: Appointment booking, reminders & no-show reduction across the network · Scale package · 10–14 weeks to production across priority workflows. 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.