Give MWG an agentic layer for delivery and installation coordination, warranty and repair service, and Bach Hoa Xanh customer care in Vietnamese — extending its efficiency culture from stores into conversations.
MWG is Vietnam's largest retailer, operating TheGioiDiDong (phones), Dien May Xanh (electronics), Bach Hoa Xanh (groceries, 6,000+ stores), An Khang pharmacy, and the EraBlue electronics JV in Indonesia.
Public factAfter an aggressive 2023–24 store-rationalization program that closed hundreds of underperforming outlets, profitability rebounded sharply — net profit rose roughly 22-fold in 2024 and set a record again in 2025, with Bach Hoa Xanh reaching sustained store-level profitability.
Public factElectronics retail at MWG's scale generates enormous scheduled-touch volume: delivery windows, air-conditioner and appliance installation appointments, and warranty/repair status — each missed coordination doubling cost.
Reasoned inferenceMWG is famously technology-strong internally (its in-house ERP and omnichannel systems are a case study in Vietnamese retail) — which makes it a partner-led rather than buy-led profile: it will integrate deeply and demand platform-grade APIs.
Reasoned inferenceBach Hoa Xanh's fresh-grocery model makes complaint velocity (freshness, substitutions, delivery timing) a brand-critical, high-volume service surface with thin-margin economics.
Reasoned inferenceEraBlue's Indonesian growth could take the same platform cross-border, making a Vietnamese-Indonesian deployment a differentiated group-level story.
Seller hypothesis — validateValidate with the account team before outreach: In-house ERP and scheduling-system API surface for integration · Current failed-delivery/missed-installation baselines · Whether MWG's internal tech team has a competing conversational build underway
Technically capable but needs industry workflows, integration, acceleration, or managed operations
Evidence: MWG builds serious internal systems (ERP, omnichannel) but its builds serve merchandising and logistics — it has never built communications infrastructure, and its efficiency culture favors buying proven capability where building adds no moat. Expect deep integration demands and a partner-led deployment its engineers co-own.
Why they won't build the full stack: Conversational AI platforms are not retail differentiation — delivery precision and price are. MWG's engineering hours are worth more extending the ERP moat than replicating a platform it can buy with usage economics; the rationalization-era discipline argues the same.
After the 2023–24 store-rationalization program, MWG reported a ~22-fold profit rebound in 2024 and record net profit again in 2025 (~VND7.1 trillion, +89%), with Bach Hoa Xanh reaching sustained profitability.
GTM implication: Management's proven playbook is measurable efficiency — pitch conversation automation as the next rationalization lever, with per-order attribution.
| Workflow | Why it matters here | Value | Complexity | Speed | Channels |
|---|---|---|---|---|---|
Delivery & installation coordination Slots confirmed and rescheduled in-channel on Zalo, proactive day-of coordination, installer ETAs pushed, failed-visit rates measured and attributed. | Appliance installation is the group's most expensive service motion; missed appointments and failed deliveries are direct margin loss. Friction today: Delivery and installer scheduling runs on outbound calls; customers miss windows; reschedules loop through hotlines. | ZaloSMSVoice | |||
Warranty & repair status service Status grounded in the service-management system, proactive stage updates, pickup/return coordination in-channel. | Repair opacity is the biggest post-purchase trust killer in electronics retail and a heavy hotline driver. Friction today: Repair-status answers require store or service-center checks; customers call repeatedly across a multi-week cycle. | ZaloVoiceIn-app chat | |||
Bach Hoa Xanh customer care Order-grounded resolution with policy-bounded refunds/credits in-channel, store-level quality patterns clustered and reported to ops. | Fresh-grocery complaints are high-frequency, low-value-per-ticket — viable only at self-service economics, but brand-critical in aggregate. Friction today: Freshness and substitution complaints route to store staff and a general hotline with no order context. | ZaloIn-app chatVoice |
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 Mobile World Group (MWG)'s measured baseline. Package price covers implementation only; recurring usage billed separately.
Why this package for Mobile World Group (MWG): Delivery/installation coordination, warranty service, and grocery care span three chains on shared logistics and CRM systems — a multi-workflow deployment amortized across the group's order volume.
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.
“MWG's rebound came from ruthless efficiency; conversations are the next inefficiency frontier. An agentic layer applies the same store-level discipline to every delivery, installation, and complaint — measured per order, chain by chain.”
“Your in-house ERP is the moat; the conversational layer plugs into it rather than replacing anything. Partner-led delivery with your engineers owning integration gets platform capability without diverting them from core systems.”
“Installer utilization rises as missed windows fall, warranty hotline volume collapses into proactive status, and BHX complaints resolve in-channel before they become store-front confrontations.”
“Failed-delivery and repeat-repair-contact rates become instrumented KPIs with attribution — the operational dashboard extends into the conversation layer.”
“Refund and goodwill policy applied identically across three chains with Decree 13-compliant consent and complete logs — brand protection at grocery-complaint velocity.”
“The business case is per-order arithmetic: avoided truck rolls, recovered installer slots, and deflected hotline minutes at sub-dollar interaction cost — auditable in the same weekly rhythm you run the chains.”
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.
Vietnam's largest retailer — TheGioiDiDong and Dien May Xanh electronics chains, the now-profitable Bach Hoa Xanh grocery network at 6,000+ stores, and Indonesia's EraBlue JV — with famously strong in-house tech and a post-rationalization efficiency mandate: delivery, warranty, and installation service volume at national scale.
Quantify failed-delivery and missed-installation rates for one electronics region and pilot proactive Zalo coordination against that baseline.
Entry: Delivery, installation & warranty service · Scale package · 10–14 weeks to production across priority workflows. 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.