TaiwanTelecomScale · $100K
Taiwan Mobile

Telco plus ecosystem, one frontline — agentic service for Taiwan Mobile's converged customer base

Taiwan Mobile's strategy stitches mobile service to the broader ecosystem around it — e-commerce, content, payments — which multiplies the reasons customers contact it while merger-absorbed Taiwan Star subscribers still generate integration questions; an agentic frontline that resolves billing, migration and bundle servicing in-conversation converts the #2 operator's ecosystem ambition from service burden into retention machine.

Entry use case
Billing and plan service line (mobile and bundle servicing)
Expected outcome
Resolve billing and plan servicing in-conversation, absorbing merger-migration inquiries while per-contact costs drop below what a #2 operator's margins can otherwise carry.
Recommended next step
Retention-economics workshop with consumer-business leadership: baseline expiring-cohort coverage and migration-inquiry volumes, then pilot the renewal desk on the next expiring cohort.
What we understand

Taiwan Mobile's operating reality

Taiwan Mobile is Taiwan's #2 mobile operator, closely associated with the Fubon group, and completed its merger with Taiwan Star as the market consolidated from five operators to three.

Public fact

The company's strategy publicly links telecom with e-commerce (momo), content and financial-service partnerships — a 'telco-plus' ecosystem model.

Public fact

Merger-absorbed Taiwan Star subscribers required plan migrations and network transitions, generating a multi-year tail of integration service volume.

Reasoned inference

Three-operator consolidation intensified retention stakes: every port-out in a saturated market is a zero-sum loss to exactly two rivals.

Reasoned inference

Taiwan Mobile has public AI ambitions including partnerships for AI infrastructure and consumer AI services.

Public fact

Ecosystem bundles (telecom + momo benefits + payments) likely generate cross-service billing questions no single support desk fully owns.

Seller hypothesis — validate

Validate with the account team before outreach: Expiring-cohort sizes and current save-desk coverage · Taiwan Star migration-inquiry volumes and remaining integration calendar · Group AI-infrastructure initiatives and their consumer-service ambitions · PDPA boundaries for ecosystem-data use in retention offers

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: Taiwan Mobile has public AI ambitions and group-level technology investments, but its consumer-AI work targets products and infrastructure, not frontline voice automation in Traditional Chinese and Hokkien; the motion is partner-led — Taiwan Mobile owns ecosystem integration, the platform supplies conversational depth, benchmarked against group initiatives.

Why they won't build the full stack: A #2 operator consolidating a merger while funding ecosystem expansion cannot also fund frontier-grade conversational infrastructure; the retention clock in a three-operator market rewards coverage this year, and a bought platform delivers it quarters before any internal program.

What management is signalling

Taiwan Mobile's results emphasize merger-synergy capture from the Taiwan Star integration and growth in its telco-plus ecosystem businesses.

Reported factrecent investor communications · 2025-2026

GTM implication: Frame service automation as synergy capture plus ecosystem enablement — both lanes management already reports progress on.

Saturated-market competition among Taiwan's three consolidated operators keeps ARPU defense and retention economics central to the investment story.

Inferencerecent investor communications (validate) · 2025-2026

GTM implication: Lead with retention coverage: in a three-player market, saved subscribers are the cleanest revenue math available.

What already exists (don't pitch this)
  • Taiwan Mobile app with billing self-service
  • LINE official-account channels
  • Ecosystem assets: momo ties, content services, payment partnerships
  • Public AI-infrastructure ambitions and group technology investment
What customers still can't do end-to-end (pitch this)
  • →Full-cohort retention coverage with ecosystem-bundled offers
  • →Policy-exact migration answers for absorbed Taiwan Star subscribers
  • →Cross-service bundle support in one conversation
  • →Hokkien-capable voice automation
Opportunity map

Where agentic communications pays off first

WorkflowWhy it matters hereValueComplexitySpeedChannels
Billing and plan service line
Billing and plan servicing resolved in-conversation with migrations explained policy-exactly; peaks absorbed elastically.
Routine billing is the structural volume; merger-migrated subscribers add mapping and benefit-transition questions on top.
Friction today: Billing peaks queue; migrated Taiwan Star customers hit plan-mapping confusion; bundle benefits span systems.
VoiceApp chatLINE
Retention and contract-renewal desk
Full expiring-cohort coverage with policy-bounded offers that bundle ecosystem benefits; port-out economics measurably bent.
In a three-operator market, expiring cohorts decide share; coverage beats offer generosity.
Friction today: Save teams reach a fraction of expiring contracts; ecosystem benefits that could anchor retention go unmentioned in rushed calls.
LINEVoiceSMS
Ecosystem bundle service desk
Bundle questions resolved in one conversation with governed access to ecosystem benefit rules; the telco-plus promise feels seamless.
Telco-plus bundles are the differentiation; their cross-service questions are the friction tax.
Friction today: momo-benefit, payment and content questions bounce between telecom support and ecosystem partners.
App chatLINEVoice
Watch the change

Billing and plan service line (mobile and bundle servicing): today vs the agentic model

Scenario: A migrated Taiwan Star subscriber whose contract expires next month gets a proactive LINE conversation; the agent explains how her legacy plan maps to current offers, bundles the momo-coupon benefit she actually uses, executes the renewal she picks and books a human callback for the home-internet cross-sell — a save plus an upsell that dialer capacity would never have reached.
Today
same interaction, two worlds
Agentic layer
At-risk base contacted
capacity-limited fraction
100% attempted
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
  • · At-risk base contacted: Platform capability; save rate measured in pilot
  • · 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 chatLINESMS

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 · Taiwan Mobile
BSS/billingCRMSubscription managementChurn modelsOffer matrixEcosystem benefit rules

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 interactions1.0M
Seller assumption — replace in discovery
Current cost per interaction ($)$3.0
Industry benchmark scale — validate
Automation / assistance rate (%)55%
Seller assumption — pilot proves this
$3.0M
Current operating cost / mo
$17.5M
Modelled gross benefit / yr
0.1 mo
Payback on Scale
745%
3-yr ROI (modelled)
Automated/assisted interactions per month550K
Modelled AI run-cost per month (usage + cloud, system estimate)$193K
New monthly operating cost$1.5M

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 Taiwan Mobile'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 Taiwan Mobile: Billing servicing plus retention are two urgent workflows for a consolidating #2 operator; Scale fits, with ecosystem-service expansion once core telecom automation proves out.

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: BSS/billing, CRM, Subscription management
  • · A named business owner for billing and plan service line (mobile and bundle servicing)
  • · Security review counterpart and policy sign-off (BSS/billing scope)
  • · Baseline metrics for the pilot's success thresholds
Executive messages

What to say to whom

CEO

“The telco-plus strategy multiplies customer touchpoints; an agentic frontline that serves them all in one conversation is the operating model that makes the ecosystem thesis profitable rather than expensive.”

CIO / CTO

“A governed agent layer above BSS and ecosystem benefit systems delivers converged service without waiting for converged IT — and benchmarks cleanly against any group AI initiative.”

COO

“Merger-migration volume and billing peaks stack on baseline; usage-priced elastic capacity matches the integration curve and scales down as it completes.”

Head of Consumer Business

“Retention coverage is the #2 operator's share defense; reaching every expiring contract with ecosystem-bundled offers is the growth lever staffing has never allowed.”

Chief Risk / Compliance Officer

“PDPA-governed use of ecosystem data in offers, approved-matrix boundaries and 100% logging — retention automation with conduct evidence built in.”

CFO / Procurement

“The pilot measures save-rate lift and cost per contact against your own baselines within a quarter; for a #2 operator's margins, per-contact economics compound fastest.”

Outreach

Pre-built offer emails for Taiwan Mobile

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 2 — high-potential incubation

Why this tier

Taiwan's #2 mobile operator — part of the Fubon group orbit — absorbed Taiwan Star in the market's three-way consolidation and runs a telecom-plus-ecosystem strategy (momo e-commerce ties, content, fintech links) whose cross-service customer base multiplies service surfaces faster than staffing can follow.

Recommended next step

Retention-economics workshop with consumer-business leadership: baseline expiring-cohort coverage and migration-inquiry volumes, then pilot the renewal desk on the next expiring cohort.

Entry: Billing and plan service line (mobile and bundle servicing) · 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.