Give GoTo a single Gemini-powered voice and messaging layer that serves drivers, merchants, and GoPay borrowers in Bahasa Indonesia at unit costs that finally match two-wheeler economics.
GoTo deconsolidated Tokopedia in January 2024: TikTok took 75.01% of PT Tokopedia, leaving GoTo focused on on-demand services (Gojek) and GoTo Financial (GoPay).
Public factGoPay lending (GoPay Pinjam, GoPay Later) disbursements grew ~76% year-on-year with quarterly disbursements in the trillions of rupiah; fintech is now the group's growth engine.
Public factMillions of driver-partners (mitra) generate enormous support volume — account issues, incentive disputes, order problems — largely in Bahasa Indonesia and regional variants.
Reasoned inferenceCollections on a fast-growing digital lending book must comply with OJK conduct rules (contact windows, prohibited practices); reputational risk of third-party collectors is high.
Reasoned inferenceDriver and merchant support cost per contact is under structural pressure because take rates per order are thin; deflection alone has not solved resolution.
Seller hypothesis — validateGoTo's multi-year Google Cloud partnership is publicly announced, and Google is a publicly reported investor in the company — infrastructure alignment is already in place.
Publicly reported Google Cloud relevanceValidate with the account team before outreach: Current split between in-house and third-party collections for GoPay lending · Whether driver support is BPO-outsourced and at what cost per contact · Which GoTo Financial systems expose APIs for balance and promise-to-pay writeback
Strong internal engineering — sell infrastructure, models, governance, or selected capabilities
Evidence: Publicly announced multi-year Google Cloud partnership plus one of Indonesia's strongest internal engineering organizations — GoTo builds its own consumer platforms and will expect to own the agent experience layer, sourcing models, infrastructure, and governance rather than a full packaged stack.
Why they won't build the full stack: Even a top-tier platform team under a profitability mandate is unlikely to build regulated voice infrastructure end-to-end: telephony, Bahasa/regional speech quality, OJK conduct tooling, and evaluation pipelines are undifferentiated heavy lifting that competes with product engineering for the same headcount.
Management has driven a sustained group profitability push, reporting consecutive quarters of positive adjusted EBITDA through 2025 with raised full-year guidance, and lending highlighted as a leading growth driver.
GTM implication: Frame agentic collections and support as protecting the profitability narrative: lending can scale without collections and support opex scaling with it.
Fintech disclosures emphasize rapid loan-book growth, implying collections capacity and conduct exposure will compound as a cost and risk line.
GTM implication: Anchor the pilot on cost per cured account and conduct evidence before the book doubles again.
| Workflow | Why it matters here | Value | Complexity | Speed | Channels |
|---|---|---|---|---|---|
GoPay lending collections & pre-delinquency 100% day-1 bucket coverage in Bahasa Indonesia with policy-bounded offers and full audit logs. | Lending is GoTo's fastest-growing revenue line; roll rates directly hit group profitability targets. Friction today: Dialer-based outreach with limited capacity; OJK conduct rules make third-party collectors a reputational risk. | WhatsAppVoiceIn-app | |||
Driver-partner (mitra) support desk Voice-first resolution of earnings, incentive, and account queries while the driver is on the road. | Driver earnings disputes and account issues are high-volume, high-emotion, and drive supply-side churn. Friction today: In-app forms and queues; drivers lose earning time waiting for resolution. | VoiceWhatsAppIn-app | |||
GoFood merchant onboarding & support Conversational onboarding and payout-status answers that raise merchant activation and retention. | Merchant activation and menu/payout issues gate GoFood take-rate growth. Friction today: Small warung owners struggle with app-only flows; support is chat-queue based. | WhatsAppVoice |
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 GoTo (Gojek)'s measured baseline. Package price covers implementation only; recurring usage billed separately.
Why this package for GoTo (Gojek): Three distinct constituencies (drivers, merchants, consumers), multiple business units (mobility, GoTo Financial), and an existing cloud relationship justify a multi-BU transform engagement rather than a single-workflow pilot.
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.
“Your profitability story is now a fintech story. An agentic layer lets lending scale without collections headcount scaling with it — and keeps the driver experience that defends your supply side.”
“You already run on Google Cloud. Gemini Enterprise Agent Platform grounds agents in your existing systems of record with the security posture you have already approved.”
“Driver and merchant support queues melt during rain surges and campaign days. Elastic conversational capacity absorbs the spikes your workforce plan cannot.”
“Every rupiah of collections cost comes out of lending margin. Policy-bounded agentic collections covers 100% of early buckets at a fraction of dialer-team cost, fully logged for OJK.”
“Every conversation is scripted from your approved matrix, contact windows are enforced in policy, and 100% of interactions are recorded and scored — better evidence than any human collector floor.”
“Implementation is a fixed package; usage is consumption-priced. You can model cost-per-resolved-contact against your current BPO and dialer line items before committing to scale.”
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.
Indonesia's flagship on-demand + fintech ecosystem with millions of driver-partners and merchants, a surging GoPay lending book, and a publicly reported Google Cloud relationship — the natural lighthouse for agentic voice in Indonesia.
Workshop with GoTo Financial collections leadership: map one early-bucket segment to a policy-bounded agentic pilot with OJK-compliant contact windows.
Entry: GoPay Pinjam / GoPay Later pre-delinquency and collections · Transform package · 14–20 weeks phased across units. 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.