IndiaPrivate bank — universalScale · $100K
Axis Bank

Citiphone-grade service for every Axis customer — without Citiphone-grade cost

Use an agentic frontline to deliver the premium, context-aware service the acquired Citi affluent base expects, while absorbing Axis's mass-market volume at a cost per contact the old model cannot reach.

Entry use case
Cards service line (including migrated Citi portfolio)
Expected outcome
Stabilize service quality for migrated Citi cardholders and lift FCR on the combined cards line.
Recommended next step
Offer a service-quality diagnostic on the migrated-Citi cards line: two weeks, top intents, FCR and escalation baseline, pilot scope.
What we understand

Axis Bank's operating reality

Completed acquisition of Citibank's India consumer business (2023), adding an affluent credit-card and wealth franchise with historically high-touch service expectations.

Public fact

Operates the Burgundy affluent-banking franchise and is one of India's largest card issuers.

Public fact

Migrated Citi customers publicly voiced service friction during transition — retaining this profitable base is likely a tracked executive priority.

Reasoned inference

Combined cards portfolio likely produces heavy dispute-status, reward, and statement volume where consistency between legacy-Axis and legacy-Citi processes is hard to maintain.

Reasoned inference

Unsecured-credit stress across the industry likely makes early-bucket card collections capacity a live constraint.

Seller hypothesis — validate

Axis Bank's ACE credit card is co-branded with Google Pay — a publicly reported consumer partnership with Google; validate the current cloud relationship separately with the account team.

Publicly reported Google Cloud relevance

Validate with the account team before outreach: Status of Citi portfolio system migration and which stack is authoritative · Attrition and complaint metrics on the migrated affluent base · Existing conversational-AI vendors on the cards line

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: The open by Axis digital stack and the Axis Aha! assistant show real digital investment, and the Citi integration proves large-program execution capacity — but conversational AI has been vendor-delivered, and engineering focus sits on core modernization and portfolio integration, not speech infrastructure.

Why they won't build the full stack: With Citi-portfolio integration and core modernization consuming engineering capacity, an internal speech-telephony-evaluation build is implausible; a partner platform that answers consistently across both card stacks is the pragmatic route.

What management is signalling

Credit-cost commentary on unsecured and card portfolios has featured in the bank's recent results discussions amid the industry-wide stress cycle

Reported factFY25 earnings commentary · mid 2025

GTM implication: An early-bucket card-collections pilot with conduct-perfect coverage speaks to the credit-cost question analysts keep asking

Retention and integration economics of the acquired Citi consumer base remain a tracked deal-value narrative

Inferencerecent investor communications (validate) · late 2025

GTM implication: Service-quality stabilization on the migrated cards line is the fastest visible proof the acquisition thesis holds

What already exists (don't pitch this)
  • Axis Aha! conversational assistant
  • Axis Mobile and open by Axis digital banking
  • WhatsApp banking
  • Dual contact-center estates spanning legacy-Axis and migrated-Citi processes
What customers still can't do end-to-end (pitch this)
  • →Assistant is informational and cannot execute regulated card actions
  • →No unified answer layer across legacy-Axis and ex-Citi systems
  • →Early-bucket card collections remain dialer-led
  • →No differentiated automated experience for Burgundy/ex-Citi premium callers
Opportunity map

Where agentic communications pays off first

WorkflowWhy it matters hereValueComplexitySpeedChannels
Migrated-portfolio cards service
Consistent, grounded answers across legacy portfolios; premium callers recognized and routed with full context.
The Citi acquisition's economics depend on retaining affluent cardholders whose benchmark was Citiphone; churn here directly erodes deal value.
Friction today: Two legacy process sets behind one line produce inconsistent answers; affluent customers escalate fast and publicly.
VoiceApp chatEmail
Early-bucket card collections
100% policy-timed pre-due and early-bucket coverage with matrix-bounded plans and in-channel payment links.
Industry-wide unsecured stress means pre-due and 1–30 DPD coverage determines roll rates on a large card book.
Friction today: Dialer capacity limits day-1 coverage; RBI recovery-agent norms and call-window rules constrain human outreach; offers vary by collector.
WhatsAppVoiceSMS
Burgundy wealth servicing assist
An always-on servicing layer handles transactional requests; RMs get transcripts and act only on advisory moments.
Affluent relationship managers spend hours on servicing tasks that crowd out advisory conversations.
Friction today: RMs field statement, FD, and remittance requests personally; response depends on RM availability.
WhatsAppVoice
Watch the change

Cards service line (including migrated Citi portfolio): today vs the agentic model

Scenario: A migrated Citi Premier Miles cardholder in Delhi calls about a missing reward transfer and expects the old Citiphone treatment
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
VoiceApp chatEmailWhatsAppSMS

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 · Axis Bank
Card management (dual stack)CRMRewards platformCollections platformCard systemPayment gatewayCore bankingWealth platform

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

Trust & languages
HindiEnglishMarathiGujaratiTamilBengaliKannada

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 interactions4.0M
Seller assumption — replace in discovery
Current cost per interaction ($)$1.5
Industry benchmark scale — validate
Automation / assistance rate (%)55%
Seller assumption — pilot proves this
$6.0M
Current operating cost / mo
$30.4M
Modelled gross benefit / yr
0.0 mo
Payback on Scale
327%
3-yr ROI (modelled)
Automated/assisted interactions per month2.2M
Modelled AI run-cost per month (usage + cloud, system estimate)$770K
New monthly operating cost$3.5M

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 Axis 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 Axis Bank: Two to three priority workflows (cards service, collections pre-due, wealth servicing) across 4–6 channels fit the scale scope; enterprise-wide rollout can follow proof on the cards line.

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 (dual stack), CRM, Rewards platform
  • · A named business owner for cards service line (including migrated citi portfolio)
  • · Security review counterpart and policy sign-off (Card management (dual stack) scope)
  • · Baseline metrics for the pilot's success thresholds
Executive messages

What to say to whom

CEO

“The Citi deal is judged on retention of the affluent base; a context-aware frontline is the fastest visible proof that service survived the migration.”

CIO / CTO

“The agent layer sits above your dual card stacks and answers consistently from both — buying time for consolidation instead of being blocked by it.”

COO

“One deployment absorbs mass-market volume and elevates premium service — you stop choosing between cost and the Burgundy experience.”

Head of Cards & Payments

“Dispute status, rewards, and statement intents are your top drivers; grounding them on the card systems removes the inconsistency migrated customers complain about.”

Chief Risk / Compliance Officer

“Collections outreach stays inside RBI recovery-conduct norms and TRAI windows by construction, with 100% call recording and scoring as the audit trail.”

CFO / Procurement

“Retention economics on the acquired book plus deflection on four million monthly contacts make this self-funding; pilot pricing keeps commitment staged.”

Outreach

Pre-built offer emails for Axis 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 1 — immediate strategic pursuit

Why this tier

Third-largest private bank, digesting the Citi India consumer business — an affluent cards-and-wealth portfolio whose service expectations were set by Citiphone, creating an acute, board-visible service-quality mandate.

30 / 60 / 90-day plan
  • Day 0–30: Offer a service-quality diagnostic on the migrated-Citi cards line: two weeks, top intents, FCR and escalation baseline, pilot scope.; confirm sponsor and baseline data access; validate: Status of Citi portfolio system migration and which stack is authoritative
  • Day 31–60: architecture & security review with the platform team; Tilicho Labs scoping on Voice + App chat; pilot scope signed
  • Day 61–90: Scale package kickoff; cards service line (including migrated citi portfolio) pilot in build; success thresholds locked with the Head of Cards & Payments
Recommended next step

Offer a service-quality diagnostic on the migrated-Citi cards line: two weeks, top intents, FCR and escalation baseline, pilot scope.

Entry: Cards service line (including migrated Citi portfolio) · 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.