ThailandTelecom / convergenceScale · $100K
True Corporation

After the merger, one network — now one conversation: rebuilding service trust for True's 50 million subscribers

Deploy an agentic service layer that absorbs True's post-merger service friction — billing disputes, plan-migration confusion, convergence bundle support — and turns synergy targets into service-cost reality.

Entry use case
Billing dispute & plan-migration resolution
Expected outcome
Cut the post-merger complaint classes (billing surprises, plan changes) with grounded in-channel resolution and measurable complaint-rate decline
Recommended next step
Workshop with customer operations to quantify the top-5 post-merger complaint drivers and scope a billing-dispute pilot on LINE and voice.
What we understand

True Corporation's operating reality

True Corporation, formed by the 2023 merger of True and dtac, serves roughly 50M mobile subscribers and sells convergence bundles across mobile, TrueOnline fibre, and TrueVisions TV, within the CP Group orbit.

Public fact

Post-merger network and system integration produced publicly visible customer complaints about signal and service continuity during the transition, alongside publicly stated multi-billion-baht synergy targets.

Public fact

Plan migrations across legacy True/dtac tariffs generate billing-confusion contacts that are individually small but reputationally corrosive at scale.

Reasoned inference

Synergy pressure makes service-cost reduction a board-level KPI — but cuts without automation degrade the very perception the brand is rebuilding.

Reasoned inference

CP-group cross-links (7-Eleven, Ascend/TrueMoney) could later extend an agentic layer into retail-financial journeys.

Seller hypothesis — validate

Validate with the account team before outreach: Billing-system consolidation timeline and API access to legacy stacks · Current complaint volumes by driver post-migration · Vendor landscape already engaged for CX transformation

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: True is operationally capable but its engineering capacity is consumed by post-merger network and billing consolidation, and its stack has historically been vendor-delivered. With synergy deadlines publicly committed, True buys measured outcomes rather than building platforms.

Why they won't build the full stack: The integration program is the build; adding an internal conversational-AI platform build on top of BSS consolidation would compete for the same scarce engineers. Deflection that can be audited against synergy targets is worth more bought than built late.

What management is signalling

Publicly stated multi-billion-baht True–dtac merger synergy targets, with delivery progress reported to investors each quarter.

Reported factquarterly results presentations · 2024–2025

GTM implication: Frame automated service deflection as auditable synergy delivery — cost reduction that improves rather than degrades the service perception the merger strained.

What already exists (don't pitch this)
  • True app across the merged base
  • LINE presence and campaign messaging
  • IVR and chatbot estate spanning legacy True and dtac
  • TrueMoney/Ascend ecosystem adjacency
What customers still can't do end-to-end (pitch this)
  • →Answers grounded across both legacy billing systems in one conversation
  • →Plain-Thai plan-migration explanations at scale
  • →Proactive outage and integration-issue communication
  • →Retention coverage beyond high-ARPU accounts
Opportunity map

Where agentic communications pays off first

WorkflowWhy it matters hereValueComplexitySpeedChannels
Billing dispute & plan-migration support
Grounded, plain-Thai explanation of charges across legacy systems, corrections executed in policy, complaints logged and clustered for upstream fixes.
The dominant post-merger complaint class; every unexplained charge is churn ammunition for AIS.
Friction today: Legacy True and dtac billing artifacts confuse both customers and frontline agents.
VoiceLINETrue app
Convergence bundle service
One conversation across bundle components with unified context and proactive outage communication.
Mobile+fibre+TV bundles are the margin strategy; a fault in one component threatens all three revenue lines.
Friction today: Separate support silos per product force repeat explanations.
LINEVoiceApp chat
Churn-risk retention
Full at-risk-base coverage with policy-bounded offers and attributed saves.
Post-merger perception wobbles create elevated switching intent that timely conversations can intercept.
Friction today: Retention capacity concentrated on high-ARPU accounts only.
VoiceLINE
Watch the change

Billing dispute & plan-migration resolution: today vs the agentic model

Scenario: A legacy-dtac customer's first merged bill shows an unfamiliar line item; the agent explains it against both legacy tariffs in Thai, applies the correction policy, and logs the pattern for the billing team.
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
VoiceLINETrue appApp chat

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 · True Corporation
Converged billingLegacy BSSCRMOSSBillingTicketingChurn modelOffer matrix

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

Trust & languages
ThaiEnglishBurmese

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 interactions6.5M
Seller assumption — replace in discovery
Current cost per interaction ($)$0.7
Industry benchmark scale — validate
Automation / assistance rate (%)55%
Seller assumption — pilot proves this
$4.5M
Current operating cost / mo
$15.0M
Modelled gross benefit / yr
0.1 mo
Payback on Scale
100%
3-yr ROI (modelled)
Automated/assisted interactions per month3.6M
Modelled AI run-cost per month (usage + cloud, system estimate)$1.3M
New monthly operating cost$3.3M

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 True Corporation'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 True Corporation: The merged base's volume and the breadth of friction (mobile, fibre, TrueVisions, True app) require multi-channel, multi-workflow deployment to move perception metrics.

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: Converged billing, Legacy BSS, CRM
  • · A named business owner for billing dispute & plan-migration resolution
  • · Security review counterpart and policy sign-off (Converged billing scope)
  • · Baseline metrics for the pilot's success thresholds
Executive messages

What to say to whom

CEO

“The merger's promise was scale with better economics. Agentic service is the rare lever that cuts cost per contact while improving the service perception the transition strained.”

CIO / CTO

“Agents that ground answers across legacy True and dtac billing systems buy you service continuity while consolidation completes — the integration program's pressure valve.”

COO

“Complaint clustering shows your integration team exactly which billing artifacts generate contact volume — service ops becomes the merger's sensor network.”

Chief Customer Officer

“Every migration-confused customer gets a patient, accurate, plain-Thai explanation on the first contact — at 50M-subscriber scale, that is only possible agentically.”

Chief Risk / Compliance Officer

“NBTC complaint-handling obligations and PDPA consent are enforced in configuration, with every interaction logged — regulator questions get evidence, not estimates.”

CFO / Procurement

“Synergy targets need service-cost reduction that survives scrutiny. Automated resolution of the migration-contact classes is deflection you can audit, not headcount cuts you regret.”

Outreach

Pre-built offer emails for True Corporation

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

Thailand's other telecom giant (~50M subscribers post True–dtac merger) under public pressure to deliver merger synergies and repair post-integration service perception — urgent need, but a competitive vendor field and CP-group dynamics require careful navigation.

Recommended next step

Workshop with customer operations to quantify the top-5 post-merger complaint drivers and scope a billing-dispute pilot on LINE and voice.

Entry: Billing dispute & plan-migration resolution · 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.