IndiaPrivate bank — cards & retailScale · $100K
RBL Bank

Every card reminder and microfinance follow-up, conduct-perfect and in the borrower's language — while the bank rebuilds its retail mix

Give RBL a policy-bounded agentic layer for card collections, card servicing, and microfinance-adjacent outreach — evidence-grade conduct at lower cost, exactly when the unsecured book is under recalibration and new ownership expects operational discipline.

Entry use case
Card collections & payment reminders
Expected outcome
Improved early-bucket card roll rates with 100% logged, RBI-conformant outreach; reduced collections cost per resolved account.
Recommended next step
90-day early-bucket pilot on one card-collections segment: automated vernacular reminders with PTP follow-up, measured on roll rates, cost per resolution, and conduct scores vs the dialer baseline.
What we understand

RBL Bank's operating reality

Mid-size private bank historically overweight credit cards and microfinance; management has publicly steered toward a more secured, diversified retail book after asset-quality stress in unsecured segments.

Public fact

Emirates NBD acquired a controlling ~60% stake via a ~USD 3bn primary infusion (announced October 2025, completed June 2026) — the largest FDI into Indian banking — bringing capital and a scale-up mandate.

Public fact

Microfinance-sector stress in 2024-25 hit RBL's JLG book prominently; collections discipline and conduct are under both board and regulatory spotlight.

Public fact

Card collections and servicing are dialer- and vendor-led today; conduct compliance under RBI's recovery-agent norms is likely evidenced by sampling, not per call.

Reasoned inference

New ownership likely accelerates technology modernization decisions that had been capital-constrained — a window for platform choices.

Seller hypothesis — validate

Validate with the account team before outreach: Post-acquisition technology-decision governance and where collections modernization sits in it · Current collections vendor structure, cost per resolved account, and conduct-QA coverage · Card-system and collections-platform API readiness

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: Digitally capable (a credible app and API estate) but subscale for platform-building, capital-disciplined through recalibration, and vendor-led in collections — a partner-delivered platform with strong governance fits both capability and moment.

Why they won't build the full stack: A mid-size bank rebuilding its retail mix under new ownership will not divert engineering into speech and telephony infrastructure; it needs proven, auditable capability fast — bought and integrated, not built.

What management is signalling

Management has publicly guided a recalibration of the unsecured mix (cards, microfinance) toward secured retail after asset-quality stress

Reported factFY25 earnings commentary · mid 2025

GTM implication: Collections quality on the existing unsecured book is the bridge metric — automation that improves roll rates while evidencing conduct fits the guided story

Emirates NBD's controlling investment closed with public statements about scaling RBL's retail franchise

Reported factdeal announcements / investor communications · Jun 2026

GTM implication: A modernization window is open: new capital, new expectations, and appetite for proven platforms over legacy vendor patterns

What already exists (don't pitch this)
  • MoBank / RBL MyCard apps
  • Digital-first card journeys
  • Vendor-led collections and contact-center estate
  • WhatsApp servicing presence
What customers still can't do end-to-end (pitch this)
  • →Collections outreach dialer-led with sampled conduct QA
  • →No vernacular voice self-service
  • →Dispute status drives repeat calls
  • →Lead follow-up capacity-limited amid the secured-retail pivot
Opportunity map

Where agentic communications pays off first

WorkflowWhy it matters hereValueComplexitySpeedChannels
Card early-bucket collections & payment reminders
Policy-timed reminders in the customer's language with in-channel payment and automatic PTP follow-up; roll rates and conduct both measured per conversation.
Cards are RBL's flagship retail product; early-bucket roll rates drive credit cost on the exact book the street watches.
Friction today: Dialer bursts reach few working customers; offers vary by collector; conduct QA is sampled; broken promises resurface next cycle.
VoiceWhatsAppSMS
Card servicing & dispute-status deflection
In-conversation resolution of top card intents with proactive dispute-status updates; humans reserved for genuine disputes.
Limit, statement, reward, EMI-conversion, and dispute-status queries dominate inbound card volume.
Friction today: IVR trees route to agents who re-authenticate and swivel between card system and CRM; dispute status drives repeat calls.
VoiceApp chatWhatsApp
Secured-retail activation & cross-sell follow-through
Minutes-fast, consent-governed qualification on secured-product leads with bookable specialist slots; funnel instrumented end-to-end.
The strategic pivot to secured retail needs conversion machinery: timely follow-up on housing, vehicle, and business-loan leads.
Friction today: Lead follow-up is telecalling-capacity-limited; speed-to-lead loses to NBFC competitors.
WhatsAppVoice
Watch the change

Card collections & payment reminders: today vs the agentic model

Scenario: A salaried cardholder in Pune missed his due date during a job switch; a polite Marathi reminder with an EMI-conversion option reaches him before the bucket rolls
Today
same interaction, two worlds
Agentic layer
Day-1 contact coverage
capacity-limited
100% attempted, multi-channel
Platform capability
Roll-rate improvement
—
measured in pilot
Benchmark
Cost per contact
$13.50 median assisted
$1.84 median self-service
Benchmark
QA coverage
1–2% sampled
100% scored
Platform capability
Sources & assumptions
  • · Day-1 contact coverage: Coverage is a platform capability; contact success measured in pilot
  • · Roll-rate improvement: McKinsey: 20–25% NPL reduction among digital-first collections leaders
  • · 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
VoiceWhatsAppSMSApp 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 · RBL Bank
Card managementCollections platformPayment gatewayDispute workflowCRMLOSOffer engine

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

Trust & languages
HindiEnglishMarathiTamilTeluguBengali

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 ($)$1.3
Industry benchmark scale — validate
Automation / assistance rate (%)55%
Seller assumption — pilot proves this
$1.3M
Current operating cost / mo
$6.3M
Modelled gross benefit / yr
0.2 mo
Payback on Scale
266%
3-yr ROI (modelled)
Automated/assisted interactions per month550K
Modelled AI run-cost per month (usage + cloud, system estimate)$193K
New monthly operating cost$778K

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 RBL Bank'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 RBL Bank: Two-three workflows (card collections, card servicing, retail-asset outreach) with card-system and collections-platform integration across voice and WhatsApp — a focused scale deployment for a mid-size, digitally capable bank.

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: Card management, Collections platform, Payment gateway
  • · A named business owner for card collections & payment reminders
  • · Security review counterpart and policy sign-off (Card management scope)
  • · Baseline metrics for the pilot's success thresholds
Executive messages

What to say to whom

MD & CEO

“The recalibration story needs proof of operational discipline; conduct-perfect, measured collections on the card book is exactly the evidence the board and new ownership want to see.”

CIO / CTO

“A single conversational layer over card and collections systems modernizes the most vendor-fragmented part of your estate — with the audit trail RBI's recovery norms increasingly presume.”

COO

“Collections cost per resolved account drops as routine reminders automate; vendor seats focus only on accounts a conversation cannot fix.”

Head of Cards & Retail Assets

“Early-bucket coverage goes to 100% attempted with per-conversation outcomes — roll-rate management becomes a dashboard, not a month-end surprise.”

Chief Risk / Compliance Officer

“Every outreach is logged, scored, and script-bounded — per-call conduct evidence replacing sampled vendor QA on the book regulators watch most.”

CFO / Procurement

“Usage pricing scales down as the unsecured book recalibrates and up as secured retail grows — no fixed-seat commitment mismatched to a balance sheet in transition.”

Outreach

Pre-built offer emails for RBL Bank

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

Mid-size private bank with outsized credit-card and microfinance books now recalibrating toward secured retail — and, post the Emirates NBD majority investment, capital and a mandate to modernize; collections and card servicing are its most communication-intensive operations.

Recommended next step

90-day early-bucket pilot on one card-collections segment: automated vernacular reminders with PTP follow-up, measured on roll rates, cost per resolution, and conduct scores vs the dialer baseline.

Entry: Card collections & payment reminders · 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.