ThailandRetail / omnichannelLaunch · $50K
Central Retail

Every Central brand, one concierge: omnichannel service for The1's twenty-million-member base

Unify post-purchase service across Central Retail's department, food, and electronics banners with an agentic concierge grounded in The1 loyalty and order systems — Thai-first, Vietnam-ready.

Entry use case
Omnichannel order & delivery service (electronics and home)
Expected outcome
In-channel resolution of delivery, installation, and return questions for big-ticket categories where service failures kill repeat purchase
Recommended next step
Scope a Power Buy delivery-and-installation pilot with the omnichannel team, instrumented on repeat-contact rate.
What we understand

Central Retail's operating reality

Central Retail is Thailand's largest multi-format retailer — Central and Robinson department stores, Tops food, Power Buy electronics — with significant operations in Vietnam (GO!, big-format retail) and Italy (Rinascente).

Public fact

The1 loyalty program is among Thailand's largest with a membership base publicly reported around 20M+.

Public fact

Big-ticket delivery and installation (appliances, furniture) is the highest-friction post-purchase journey — scheduling, damage claims, and status calls concentrate there.

Reasoned inference

Brand-siloed service systems likely force customers to re-explain across banners despite one loyalty identity.

Reasoned inference

The Vietnam business could reuse the same agentic layer in Vietnamese for GO! delivery journeys.

Seller hypothesis — validate

Validate with the account team before outreach: Which banner's service journey has the worst repeat-contact rate · OMS/installer-scheduling integration feasibility · Group appetite to extend a Thai pilot into Vietnam operations

Build vs buy

Why we have a right to win here

Buy-led target

Limited internal ability or appetite to build the core platform — strong candidate for the packaged solution

Evidence: Central Retail's digital investment flows to e-commerce, loyalty, and store systems across fragmented banner IT estates — there is no central AI-platform engineering organization, and no public build ambition. A multi-banner retailer with siloed systems is structurally a buyer of layers that sit above the silos.

Why they won't build the full stack: Building would require first unifying banner systems — the very problem an agentic layer bought today works around. Moderate contact-center intensity makes internal platform economics unjustifiable.

What management is signalling

Omnichannel growth and Vietnam expansion are recurring strategic themes in investor material.

Inferencerecent investor communications (validate) · 2025

GTM implication: A Power Buy delivery pilot that measurably lifts repeat purchase supports the omnichannel thesis management sells investors — and Vietnam replication extends it.

What already exists (don't pitch this)
  • The1 loyalty platform and app with ~20M+ members
  • Banner e-commerce sites and apps
  • Central hotlines and per-banner LINE Official Accounts
  • Omnichannel fulfillment infrastructure
What customers still can't do end-to-end (pitch this)
  • →Cross-banner customer context on one loyalty identity
  • →Delivery and installation orchestration for big-ticket purchases
  • →Thai voice automation beyond DTMF and FAQ bots
  • →Proactive status updates that pre-empt repeat contacts
Opportunity map

Where agentic communications pays off first

WorkflowWhy it matters hereValueComplexitySpeedChannels
Big-ticket delivery & installation service
Proactive delivery updates, one-tap reschedule, guided damage-claim intake with photos in-chat.
A failed fridge delivery is a lost decade of category loyalty; these journeys carry the highest emotion per contact.
Friction today: Delivery windows, installer coordination, and damage claims each live in different systems and queues.
LINEVoiceWeb chat
The1 loyalty service
Grounded point resolution from transaction history, personalized redemption guidance across banners.
The1 is the group's connective tissue; point friction erodes the cross-banner flywheel.
Friction today: Missing points and tier questions queue at store counters and hotlines.
LINEApp chat
Cross-banner product & stock inquiry
Live stock and product answers with click-and-collect booking in-channel.
Omnichannel promise means answering 'is it in stock at Central Chidlom' instantly, in one place.
Friction today: Store calls bounce between departments; online stock data exists but is not conversational.
LINEWeb chat
Watch the change

Omnichannel order & delivery service (electronics and home): today vs the agentic model

Scenario: A Power Buy customer's air-conditioner installation is at risk of missing its window; the agent proactively rebooks the installer team and confirms the new slot on LINE before the customer notices.
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
LINEVoiceWeb chatApp 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 · Central Retail
OMSLast-mile/installer schedulingClaimsLoyalty platformPOS dataInventoryE-commerce platform

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

Trust & languages
ThaiEnglishVietnamese

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 ($)$0.9
Industry benchmark scale — validate
Automation / assistance rate (%)55%
Seller assumption — pilot proves this
$900K
Current operating cost / mo
$3.6M
Modelled gross benefit / yr
0.2 mo
Payback on Launch
155%
3-yr ROI (modelled)
Automated/assisted interactions per month550K
Modelled AI run-cost per month (usage + cloud, system estimate)$193K
New monthly operating cost$598K

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 Central Retail's measured baseline. Package price covers implementation only; recurring usage billed separately.

Recommended package

Launch — $50K implementation

Launch · $50K · A focused, fast production pilot8–10 weeks to a live, measured pilot

Why this package for Central Retail: Start with one banner's (Power Buy / home) delivery-and-installation journey — a contained, high-emotion workflow — before extending across brands and to Vietnam.

Included
  • Up to 3 channels
  • One priority workflow
  • Limited enterprise integrations (1–2 systems)
  • API credential & security setup
  • Core conversational + workflow configuration
  • Basic analytics
  • Controlled production pilot with defined success criteria
Not included
  • ✕Usage & consumption (billed separately)
  • ✕Additional workflows
  • ✕Multi-geography rollout
  • ✕Managed operations
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: OMS, Last-mile/installer scheduling, Claims
  • · A named business owner for omnichannel order & delivery service (electronics and home)
  • · Security review counterpart and policy sign-off (OMS scope)
  • · Baseline metrics for the pilot's success thresholds
Executive messages

What to say to whom

CEO

“Central's promise is that every banner feels like one Central. A concierge grounded in The1 identity is the most tangible version of that promise a customer can experience.”

CIO / CTO

“One agentic layer over brand-siloed systems delivers the unified experience without waiting for the systems themselves to converge.”

COO

“Delivery and installation escalations stop consuming store-manager time; exception patterns surface weekly to fix carrier and installer performance upstream.”

Chief Omnichannel Officer

“Big-ticket post-purchase journeys become instrumented end-to-end — the repeat-purchase driver your NPS survey hints at but cannot fix.”

Chief Risk / Compliance Officer

“Thai PDPA consent management across banners is enforced centrally, with every loyalty-data touch logged against declared purposes.”

CFO / Procurement

“A Launch-scoped pilot on one banner's delivery journey, measured on repeat-contact reduction and installer no-show cost — expandable only on evidence.”

Outreach

Pre-built offer emails for Central Retail

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 3 — longer-term / partner-led

Why this tier

Thailand's omnichannel retail leader (Central, Tops, Power Buy, Robinson; The1 loyalty at ~20M+ members) with Vietnam operations — solid fit but fragmented brand systems and moderate contact-center intensity make it a focused-entry account.

Recommended next step

Scope a Power Buy delivery-and-installation pilot with the omnichannel team, instrumented on repeat-contact rate.

Entry: Omnichannel order & delivery service (electronics and home) · Launch package · 8–10 weeks to a live, measured pilot. 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.