Make customer conversations the flagship of AIS's publicly announced Gemini Enterprise transformation: agentic billing, retention, and fibre-service workflows in Thai, on the new Bangkok cloud region.
AIS is Thailand's largest mobile operator with roughly 45M+ subscribers, majority-influenced by Gulf Group following the Gulf–Intouch consolidation, and expanded into fixed broadband via the 3BB acquisition.
Public factGulf Edge and Google Cloud publicly announced an AI-first collaboration (January 2026) under which AIS undergoes enterprise-wide AI transformation using Gemini Enterprise to build an agentic AI platform.
Public factGoogle's Bangkok cloud region is now live as part of a publicly announced $1B Thailand infrastructure investment — in-country residency for regulated workloads is available.
Public factThe Thai mobile market is effectively a two-player race with True; retention economics on postpaid and convergence (mobile+fibre) bundles decide market-share momentum.
Reasoned inferencePost-3BB integration, fibre installation and fault experience is likely the most operationally strained journey — and the most visible to households.
Seller hypothesis — validateAIS serves a large prepaid base plus Myanmar/Lao-speaking migrant segments where staffed language coverage is thin.
Reasoned inferencePublicly announced: Gulf Edge–Google Cloud AI partnership (Jan 2026) explicitly includes AIS enterprise-wide AI transformation using Gemini Enterprise, alongside the new Google Cloud Bangkok region. Frontline workflows are the natural first visible proof of this partnership.
Publicly reported Google Cloud relevanceValidate with the account team before outreach: Where Gulf Edge's CoE draws build-vs-partner lines for the agentic platform · Priority order between mobile retention and 3BB fibre journeys · Churn-model maturity and offer-matrix ownership within AIS marketing
Technically capable but needs industry workflows, integration, acceleration, or managed operations
Evidence: The Gulf Edge–Google Cloud partnership already names Gemini Enterprise as AIS's platform direction — the build-vs-buy question is publicly settled in favor of partnering. AIS's history is buying network and IT platforms from vendors while its teams orchestrate; the need now is delivery muscle that turns the announcement into production workflows.
Why they won't build the full stack: Building an internal stack would contradict the group's own announced strategy and delay the visible wins the partnership needs. AIS's advantage is distribution and data, not conversational-platform engineering.
Service-revenue growth and 3BB integration economics feature in recent guidance, alongside the publicly announced Gulf Edge–Google Cloud AI partnership naming AIS for Gemini Enterprise transformation.
GTM implication: Make retention and billing the partnership's first auditable production wins — the account is pre-sold at strategy level; the race is to measured workflows.
| Workflow | Why it matters here | Value | Complexity | Speed | Channels |
|---|---|---|---|---|---|
Postpaid retention & win-back Personalized two-way conversations in Thai with offers bounded by approved economics; save rate attributed per cohort. | In a two-player market, every point of churn moves share; capacity-limited outbound teams reach a fraction of the risk base. Friction today: SMS blasts with ~1% response; retention offers untracked against actual saves. | VoiceLINEMyAIS app | |||
Billing & package service Line-recognized billing answers, dispute intake with grounded ledger context, in-conversation top-up and package changes. | The largest absolute contact class across 45M subscribers; cost per human call is misaligned with prepaid ARPU. Friction today: IVR trees in Thai only; bill-shock disputes escalate to social media. | VoiceLINEApp chat | |||
Fibre install & fault journeys (3BB integration) Proactive appointment and outage communication, guided diagnostics, dispatch avoidance measured. | Convergence bundles are the strategic play; fibre service failures put the whole bundle at risk. Friction today: Post-acquisition system patchwork; installation reschedules and outage status require agent calls. | LINEVoiceSMS | |||
Migrant-segment prepaid support (Burmese/Khmer) Burmese and Khmer conversational support from the same deployment; segment NPS and top-up frequency measured. | Millions of migrant workers in Thailand are underserved in their languages — a loyalty wedge no staffing model can serve economically. Friction today: Thai/English-only support excludes these segments entirely. | VoiceLINE |
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 AIS (Advanced Info Service)'s measured baseline. Package price covers implementation only; recurring usage billed separately.
Why this package for AIS (Advanced Info Service): The partnership context accelerates procurement, but disciplined delivery argues for a multi-workflow Scale deployment (retention, billing, fibre) that becomes the group's replicable blueprint rather than an unbounded program.
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.
“The Gulf Edge–Google partnership made AIS's AI ambition public. Customer conversations are where 45 million Thais will actually feel it — and where the partnership's first measurable wins can land within two quarters.”
“Gemini Enterprise is already the announced platform direction; Tilicho Labs supplies the communications layer and integration muscle to get agentic workflows into production on the Bangkok region fast.”
“Retention coverage, billing deflection, and fibre-journey communication from one platform — each with its own measured baseline, so operational wins are provable, not anecdotal.”
“Your at-risk base gets 100% attempted two-way outreach instead of SMS blasts, and every save is attributed to the offer that earned it.”
“NBTC consumer-protection rules and Thai PDPA consent enforced in configuration, with in-country processing on the Bangkok region and complete interaction logs.”
“The partnership framing de-risks vendor selection; the Scale package caps implementation cost while usage scales with measured deflection and save-rate value.”
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.
Thailand's largest mobile operator (~45M+ subscribers) whose parent group's digital arm, Gulf Edge, has publicly partnered with Google Cloud — with AIS explicitly named for enterprise-wide AI transformation using Gemini Enterprise. The most strategically aligned account in Thailand.
Align with the Gulf Edge partnership team on making retention and billing the first production agentic workflows, with a Bangkok-region deployment plan.
Entry: Postpaid retention & churn-risk conversations · 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.