Give Krungthai an agentic service layer for Pao Tang and welfare-program support, retail banking service, and government-scheme outreach in Thai — national-scale capacity with state-grade auditability.
Krungthai Bank is Thailand's state-linked commercial bank (majority-held via the Financial Institutions Development Fund) and operates the government's digital-benefit infrastructure: the Pao Tang app — used for co-payment schemes, welfare disbursement, digital savings bonds, and the digital lottery — has reached tens of millions of users.
Public factAlongside Pao Tang, the bank runs Krungthai NEXT for banking and the Tung Ngern merchant app for scheme-accepting shops, and has built its technology capacity through arms such as Infinitas by Krungthai and Arise by Infinitas.
Public factEvery national scheme launch (stimulus co-payments, digital-wallet programs) creates registration and eligibility contact surges of a magnitude no Thai contact center can staff — a structurally recurring, politically visible spike problem.
Reasoned inferenceScheme users skew mass-market and provincial: Thai-language voice and LINE support matter more than app-native chat for the segments the state most needs served.
Reasoned inferenceAs the state's banking instrument, Krungthai's service failures become political events; evidence-grade handling and equitable access are governance requirements, not preferences.
Reasoned inferenceGovernment-scheme outreach (unclaimed benefits, expiring entitlements) could become a proactive workflow with direct policy-outcome value for the bank's state stakeholders.
Seller hypothesis — validateValidate with the account team before outreach: Scheme-platform API accessibility and identity-verification integration · State-procurement route for AI platforms (direct vs via Infinitas/Arise) · Which upcoming scheme launch could anchor a surge pilot
Technically capable but needs industry workflows, integration, acceleration, or managed operations
Evidence: Krungthai's Infinitas and Arise arms are genuinely capable builders — they shipped Pao Tang — but their capacity is committed to product rails, and the bank's pattern is combining internal platforms with procured components under state-grade governance. A conversational layer delivered with a partner, integrated by Infinitas, matches how they operate.
Why they won't build the full stack: Building a conversational platform would put Infinitas in competition with its own roadmap during a period when every scheme launch already stretches it; buying the layer and owning the integration keeps the state's rails and their service surface both moving.
Krungthai's role operating state digital-benefit infrastructure (Pao Tang co-payment schemes, digital savings bonds, digital lottery) is publicly established and repeatedly referenced in its strategic positioning as Thailand's 'invisible banking' state partner.
GTM implication: The state-infrastructure mandate is the entry: surge service capacity for scheme launches is a need no competitor account has in this form.
Sector-wide, Thai banks are guiding to cost discipline and asset-quality caution amid household-debt deleveraging.
GTM implication: Frame national-scale service as variable-cost infrastructure, not headcount — aligned with the sector's efficiency narrative.
| Workflow | Why it matters here | Value | Complexity | Speed | Channels |
|---|---|---|---|---|---|
Pao Tang & scheme support Grounded eligibility and status answers in Thai at unlimited concurrency; registration guided step-by-step; exceptions routed to program staff with context. | Scheme-launch surges are the recurring national-scale service problem; absorbing them is the bank's most visible service mandate. Friction today: Registration, eligibility, and payment-status questions surge at launch; hotlines melt; branches queue; the answers exist in scheme systems. | VoiceLINEIn-app chat | |||
Retail banking service (NEXT) Grounded retail service in Thai across LINE, app, and voice with in-conversation actions within policy. | The commercial bank's own service volume rides the same infrastructure and funds the platform economics. Friction today: Balance, transfer, and loan questions queue into a hotline sized for normal days, not scheme days. | LINEIn-app chatVoice | |||
Tung Ngern merchant support Settlement status grounded per merchant, scheme-rule answers 24/7, escalation with context for disputes. | Scheme acceptance depends on merchant confidence; settlement confusion breaks the rail at the shop counter. Friction today: Small merchants call about settlement timing and scheme rules; support is banking-hours only. | 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 Krungthai Bank's measured baseline. Package price covers implementation only; recurring usage billed separately.
Why this package for Krungthai Bank: National-program service surges, retail banking service, and merchant support span multiple business units and tens of millions of users — this is an enterprise deployment with governance requirements only the Transform scope covers.
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.
“Krungthai carries a dual mandate: commercial returns and national service infrastructure. An agentic layer is the only architecture that serves scheme-day surges without permanent overcapacity — and it strengthens the case that Krungthai should keep running the state's rails.”
“Your teams built the rails; the conversational layer rides on them. A partner-delivered platform with your integration ownership adds national-scale service capacity without diverting Infinitas from product engineering.”
“Scheme launches stop being staffing emergencies: registration and status volume is absorbed elastically, branches stop queueing for questions the platform answers, and your people work exceptions.”
“Program success is measured in registration completion and disbursement reach — both improve when every Thai can get a grounded answer at 6am in their own language.”
“State-program service demands evidence-grade equity: 100% logged interactions, identical policy application, PDPA-compliant consent — auditable to the standards a state bank answers to.”
“Surge capacity via headcount means paying for peak all year; usage pricing means paying for peak only at peak. On scheme-day volumes, that arithmetic is decisive — and state-procurement-compatible.”
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.
The state-linked bank that operates Thailand's civic financial infrastructure: Pao Tang reached tens of millions of Thais through government welfare, co-payment, and savings-bond programs, alongside Krungthai NEXT and the Tung Ngern merchant app — the largest state-adjacent digital user base in the country, with service obligations to match.
Model the last two scheme launches' contact surges with the program team and scope a surge-absorption pilot for the next scheme go-live.
Entry: Pao Tang & welfare-program service · Transform package · 14–20 weeks phased across units. 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.