TaiwanBankingScale · $100K
CTBC Bank

Taiwan's most international bank, one agentic frontline — card, wealth and cross-border service for CTBC

CTBC built Taiwan's biggest card business and a regional branch network on being earlier and more digital than its peers; an agentic frontline that resolves card servicing at billing-peak scale, triages wealth conversations to licensed bankers, and serves cross-border customers across time zones is the next 'first' available to the bank whose brand is being first.

Entry use case
Credit-card service line (billing, installment, benefit and dispute-status inquiries)
Expected outcome
Resolve card servicing in-conversation at Taiwan's largest card-franchise scale, cutting per-contact cost while dispute and licensed matters route to humans with context.
Recommended next step
Digital-leadership session with cards and wealth operations: baseline card-line volumes and campaign-peak multiples, then scope a Scale pilot on the card service line ahead of the next major campaign.
What we understand

CTBC Bank's operating reality

CTBC Bank, the banking arm of CTBC Financial Holding, holds Taiwan's largest credit-card franchise and a leading wealth-management position, with one of the most extensive overseas networks of any Taiwanese bank.

Public fact

CTBC has cultivated a digital-leader identity in Taiwanese banking — early in mobile banking, data-driven marketing and fintech collaboration.

Public fact

Taiwan's card market is intensely reward-competitive, generating heavy benefit, installment and campaign-rule inquiry volume with every promotion cycle.

Reasoned inference

Wealth-management fee income is a strategic priority for CTBC as for all Taiwanese FHC banks, making licensed-banker time the scarce revenue resource.

Public fact

PDPA and FSC cloud-outsourcing rules shape how customer conversations can be processed — CTBC's digital maturity makes it the most likely to have a workable compliance route already.

Reasoned inference

Overseas-branch customers (Southeast Asia, Japan, North America) likely generate off-hours service demand Taiwan-based staffing covers poorly.

Seller hypothesis — validate

Validate with the account team before outreach: Actual card-service volumes and campaign-peak multiples · CTBC's internal AI programs and existing vendor relationships · FSC/PDPA compliance route for cloud AI processing · Overseas-network service volumes and language mix

Build vs buy

Why we have a right to win here

Partner-led target

Technically capable but needs industry workflows, integration, acceleration, or managed operations

Evidence: CTBC is Taiwan's most digitally-capable private bank with real data and AI teams, so it will engage as a technical partner and demand benchmarks — but its build focus is data-driven products and channels, not Traditional Chinese voice infrastructure; partner-led, with CTBC owning integration depth.

Why they won't build the full stack: Even Taiwan's digital-leader bank cannot economically sustain frontier-grade conversational AI in-house against model velocity; CTBC's engineering differentiates in card products, data and integration — buying the conversational layer and benchmarking it hard is the digitally-mature move, and CTBC knows it.

What management is signalling

CTBC Financial Holding's results emphasize card-business scale, wealth-management fee growth and overseas earnings as core drivers.

Reported factrecent investor communications · 2025-2026

GTM implication: Attach automation to all three: card-service cost, licensed-hour productivity and overseas coverage are one platform decision.

Taiwan FHC sector profits hit records in H1 2026, with fee-income momentum a common theme across leading groups.

Reported factH1 2026 sector results · Jul 2026

GTM implication: Efficiency investment is fundable now; position the pilot inside the current planning cycle.

What already exists (don't pitch this)
  • CTBC mobile banking app — among Taiwan's most-used
  • Taiwan's largest credit-card franchise with campaign operations
  • LINE official-account service channels
  • Data and digital teams with fintech-collaboration history
What customers still can't do end-to-end (pitch this)
  • →Voice automation at Traditional Chinese quality; no Hokkien capability
  • →Conversational installment and dispute transactions
  • →Wealth-triage protecting licensed-banker hours
  • →Off-hours coverage for the overseas network
Opportunity map

Where agentic communications pays off first

WorkflowWhy it matters hereValueComplexitySpeedChannels
Credit-card service line
Card servicing resolved in-conversation with installment conversions executed and campaign rules answered precisely; disputes tracked proactively.
Taiwan's largest card book generates its largest card-service volume, spiked by promotion cycles and billing peaks.
Friction today: Benefit and campaign rules change constantly; installment and dispute-status questions queue; the app looks up but cannot negotiate.
VoiceApp chatLINE
Wealth-service triage and appointment desk
Routine wealth questions answered from governed sources; licensed conversations booked with full context; banker hours shift to revenue.
Licensed-banker hours are the wealth strategy's constraint; routine questions consume them.
Friction today: Product and account questions queue to licensed staff; bookings are manual; high-value clients wait behind routine calls.
VoiceApp chatLINE
Cross-border and overseas-customer desk
Around-the-clock service in Traditional Chinese, English and Southeast Asian languages; overseas branches escalate only genuine exceptions.
The international network is CTBC's differentiation; time-zone-spanning service is its operational tax.
Friction today: Overseas customers hit Taiwan business-hours walls; remittance and account questions span entities and clocks.
VoiceApp chatWeb
Watch the change

Credit-card service line (billing, installment, benefit and dispute-status inquiries): today vs the agentic model

Scenario: A cardholder disputes an unrecognized charge the evening a cashback campaign ends; the agent verifies identity, files the dispute with provisional-credit rules explained, confirms her campaign cashback posted correctly against the benefit rules, and converts the flagged hospital charge to installments within policy — three anxieties resolved in one Traditional Chinese conversation.
Today
same interaction, two worlds
Agentic layer
First-contact resolution
deferred via tickets
in-conversation actions
Platform capability
Cost per contact
$13.50 median assisted
$1.84 median self-service
Benchmark
QA coverage
1–2% sampled
100% scored
Platform capability
Sources & assumptions
  • · First-contact resolution: Process design: agent acts in systems of record
  • · Cost per contact: Gartner customer service cost benchmarks, 2024
  • · QA coverage: Platform capability: every interaction logged and evaluated
  • · Gartner, customer service cost benchmarks (2024): $13.50 median assisted vs $1.84 self-service per contact
  • · McKinsey, digital-first collections research: 20–25% NPL reduction among leaders; up to 40% opex reduction with gen AI
  • · Baymard Institute: ~70% average cart abandonment (meta-analysis)
  • · IAMAI–Kantar via IBEF (2025): 900M+ Indian internet users; 98% consume Indic-language content
  • · LeadSquared and vendor funnel studies: 78% of students choose the first institution to respond (directional, vendor data)
  • · HDI / ITSM operator benchmarks: $15–25 per L1 ticket; 40–60% of L1 volume is resets/status (validate per customer)
  • · Conventional-flow wait times and volumes are typical operator patterns — assumptions to replace with the customer's own baseline
  • · Agentic-flow behaviors (context retention, 100% logging, in-line policy checks) are platform capabilities, not projections
Recommended solution

One integrated stack, opinionated for this account

Channels · Tilicho Labs
VoiceApp chatLINEWeb

Voice & channel orchestration, telephony, conversational execution, session/state, routing, integration build. Capability coverage validated during implementation.

Intelligence · Google Cloud
Gemini reasoningEnterprise groundingWorkflow agentsMulti-agent orchestrationGoverned actionsEvaluation & analytics
Systems · CTBC Bank
Card platformCampaign/benefit rulesCRMWealth platformSchedulingCore bankingRemittance/payments

API access to these systems is the critical-path dependency.

Trust & languages
Traditional ChineseEnglishTaiwanese Hokkien

Identity-bound sessions, policy-bounded actions, 100% audit logging, human approvals at defined points, in-tenant intelligence.

Business case

The economics, with your numbers

Addressable monthly interactions1.5M
Seller assumption — replace in discovery
Current cost per interaction ($)$3.5
Industry benchmark scale — validate
Automation / assistance rate (%)55%
Seller assumption — pilot proves this
$5.3M
Current operating cost / mo
$31.2M
Modelled gross benefit / yr
0.0 mo
Payback on Scale
890%
3-yr ROI (modelled)
Automated/assisted interactions per month825K
Modelled AI run-cost per month (usage + cloud, system estimate)$289K
New monthly operating cost$2.7M

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 CTBC Bank's measured baseline. Package price covers implementation only; recurring usage billed separately.

Recommended package

Scale — $100K implementation

Scale · $100K · A multi-channel production deployment10–14 weeks to production across priority workflows

Why this package for CTBC Bank: Card servicing plus wealth-triage are two bounded, high-volume workflows over card and CRM integrations — Scale scope, with the international network as the expansion path.

Included
  • 4–6 channels
  • 2–3 priority workflows
  • Multiple enterprise integrations
  • API credential & security setup
  • Advanced orchestration
  • Multilingual support
  • Agent Assist / human escalation
  • Production analytics
  • Expansion roadmap
Not included
  • ✕Usage & consumption (billed separately)
  • ✕Enterprise-wide governance build-out
  • ✕Multi-BU rollout
Recurring costs (separate from the package)

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.

Customer resources required
  • · API access + credentials for: Card platform, Campaign/benefit rules, CRM
  • · A named business owner for credit-card service line (billing, installment, benefit and dispute-status inquiries)
  • · Security review counterpart and policy sign-off (Card platform scope)
  • · Baseline metrics for the pilot's success thresholds
Executive messages

What to say to whom

CEO

“CTBC's brand is being first; the first Taiwanese bank with a production agentic frontline sets the benchmark peers must chase — and banks the cost advantage while they do.”

CIO / CTO

“Your digital maturity means the integration rails exist; a governed agent layer above card, wealth and core systems is an architecture decision, not a transformation program — benchmarkable against any internal build.”

COO

“Promotion cycles you schedule create peaks you then staff for; elastic capacity keyed to your own campaign calendar ends that structural inefficiency.”

Head of Retail / Cards

“Taiwan's largest card franchise means Taiwan's largest card-service cost; per-contact automation at benefit-rule precision is the margin lever that scales with the book.”

Chief Risk / Compliance Officer

“Dispute handling with enforced scripts, licensed-matter routing by policy and 100% logging — FSC-ready conduct evidence at conversation level, PDPA-aligned throughout.”

CFO / Procurement

“The pilot measures cost per card contact and banker-hour reallocation against your own baselines within a quarter; usage economics scale with the franchise, not the org chart.”

Outreach

Pre-built offer emails for CTBC Bank

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.

Moment in the deal
Cold outreach — no prior conversation
Who it's addressed to
Cares about: The workflow itself and its daily failure modes
Register
Length
Draft — edit freely before sending
Open in 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 pursuit

Tier 1 — immediate strategic pursuit

Why this tier

Taiwan's leading privately-owned bank and its most internationally-expanded — the largest credit-card franchise, a top wealth-management business and branches across Asia — with a publicly digital-forward posture that makes it the natural first mover on agentic service among Taiwanese banks.

30 / 60 / 90-day plan
  • Day 0–30: Digital-leadership session with cards and wealth operations: baseline card-line volumes and campaign-peak multiples, then scope a Scale pilot on the card service line ahead of the next major campaign.; confirm sponsor and baseline data access; validate: Actual card-service volumes and campaign-peak multiples
  • Day 31–60: architecture & security review with the platform team; Tilicho Labs scoping on Voice + App chat; pilot scope signed
  • Day 61–90: Scale package kickoff; credit-card service line (billing, installment, benefit and dispute-status inquiries) pilot in build; success thresholds locked with the Head of Retail / Cards
Recommended next step

Digital-leadership session with cards and wealth operations: baseline card-line volumes and campaign-peak multiples, then scope a Scale pilot on the card service line ahead of the next major campaign.

Entry: Credit-card service line (billing, installment, benefit and dispute-status inquiries) · Scale package · 10–14 weeks to production across priority workflows. Human fallback throughout; success thresholds agreed before build.

Start the pursuit

Research-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.