IndiaTelecomTransform · $200K
Bharti Airtel

Airtel sells premium experience at premium ARPU — make the service experience match the price of Airtel Black

Airtel's ARPU-led strategy only holds if postpaid, Black, and Xstream customers feel premium service; an agentic layer delivers recognized-customer, zero-repeat service across mobility, broadband, and DTH from one deployment.

Entry use case
Airtel Black / postpaid premium concierge service
Expected outcome
Reduce repeat contacts and churn among the highest-ARPU converged households by resolving cross-product (mobile + fiber + DTH) issues in one recognized conversation.
Recommended next step
Workshop with the Airtel digital CX team to map the Black converged-household journey and pick two entry workflows, framed as an extension of the existing Google partnership.
What we understand

Bharti Airtel's operating reality

Airtel and Google announced a partnership in 2022 with Google investing up to $1B, including equity and multi-year commercial cloud arrangements.

Public fact

Airtel's stated strategy is premiumization — winning 'quality customers', raising ARPU, and bundling via Airtel Black converged plans.

Public fact

Airtel publicly launched an AI-powered network-level spam-detection system in 2024, signaling board-level appetite for applied AI in customer experience.

Public fact

Converged Black households contact support about different products through different queues; a single recognized-customer conversation is the natural premium differentiator.

Reasoned inference

Airtel's premiumization makes churn of a single Black household several times costlier than a prepaid loss — retention conversations carry outsized value.

Reasoned inference

Wynk/Xstream and DTH support likely still run partially separate stacks post-consolidation, creating repeat-contact friction the agent layer can absorb.

Seller hypothesis — validate

Airtel-Google 2022 partnership: up to $1B including a $700M equity investment and multi-year cloud commitments — one of the most-cited public Google Cloud anchor relationships in India telecom.

Publicly reported Google Cloud relevance

Validate with the account team before outreach: Current vendor landscape for Airtel's contact-center AI (in-house vs. partners) and where the 2022 Google partnership governance sits · Repeat-contact rate for converged Black households vs. single-product customers · Appetite to extend a pilot into Airtel Business (B2B) service desks

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: Airtel builds communications platforms (Airtel IQ CPaaS, network-level AI spam detection) but has consistently bought or partnered for applied AI — including the $1B Google partnership itself. It is technically capable yet outcome-driven: it wants premium CX delivered, not an AI research program.

Why they won't build the full stack: Airtel's engineering weight sits in network and digital channels, not conversational-AI operations. Building agentic service across mobility, fiber, DTH, and finance would take years its premiumization strategy doesn't have — and the existing Google relationship makes a partner route commercially natural.

What management is signalling

Management continues to frame premiumization and ARPU growth — 'quality customers', Airtel Black convergence — as the core strategy.

Reported factRecent earnings calls · FY25-FY26

GTM implication: Sell service experience as the proof point of premiumization: churn reduction on converged Black households, not cost-per-call alone.

Continued public investment in digital experience and applied AI (spam detection, Airtel IQ) suggests budget exists for CX platforms with clear outcomes.

InferenceRecent investor communications (validate) · 2025

GTM implication: Position as an extension of the existing Google partnership with a measurable Black-household repeat-contact baseline.

What already exists (don't pitch this)
  • Airtel Thanks app with converged self-service
  • Airtel IQ CPaaS (owns messaging/voice rails)
  • AI-powered network-level spam detection (launched 2024)
  • Standard IVR and outsourced contact centers
What customers still can't do end-to-end (pitch this)
  • →Recognized-customer context across mobility, Xstream Fiber, DTH, and finance queues
  • →Transactional depth in vernacular voice beyond IVR trees
  • →Proactive retention and upgrade outreach beyond SMS blasts
  • →100% conversation QA versus sampled monitoring
Opportunity map

Where agentic communications pays off first

WorkflowWhy it matters hereValueComplexitySpeedChannels
Black/postpaid premium concierge
One recognized conversation across products; churn reduction on highest-value accounts.
Premium ARPU strategy requires visibly premium service for converged households.
Friction today: Cross-product issues bounce between mobility, fiber, and DTH queues with re-identification each time.
VoiceWhatsAppAirtel Thanks app
Xstream Fiber installation & fault resolution
Self-served scheduling, proactive fault status, fewer repeat contacts per incident.
Home broadband is the land-grab; installation speed and fault handling decide reviews.
Friction today: Appointment windows missed; status opaque; repeat calls per fault.
VoiceWhatsApp
Prepaid-to-postpaid / plan upgrade outreach
DND-compliant conversational upgrades with in-channel eKYC handoff and attribution.
ARPU growth depends on migrating high-usage prepaid users up the stack.
Friction today: SMS campaigns convert weakly; tele-calling covers a fraction of eligible users.
WhatsAppVoice
Watch the change

Airtel Black / postpaid premium concierge service: today vs the agentic model

Scenario: An Airtel Black household calls about a fiber outage and is asked to re-verify identity for the third time after the mobile and DTH queues
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
VoiceWhatsAppAirtel Thanks app

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 · Bharti Airtel
CRMConverged billingOrder managementField-service managementNetwork fault systemsCampaign managerBilling

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

Trust & languages
HindiEnglishPunjabiTamilTeluguBengaliKannadaMarathi

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 interactions15.0M
Seller assumption — replace in discovery
Current cost per interaction ($)$0.7
Industry benchmark scale — validate
Automation / assistance rate (%)55%
Seller assumption — pilot proves this
$10.5M
Current operating cost / mo
$34.7M
Modelled gross benefit / yr
0.1 mo
Payback on Transform
100%
3-yr ROI (modelled)
Automated/assisted interactions per month8.3M
Modelled AI run-cost per month (usage + cloud, system estimate)$2.9M
New monthly operating cost$7.6M

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 Bharti Airtel's measured baseline. Package price covers implementation only; recurring usage billed separately.

Recommended package

Transform — $200K implementation

Transform · $200K · A broader enterprise deployment14–20 weeks phased across units

Why this package for Bharti Airtel: Converged service across mobility, Xstream Fiber, DTH, and Airtel Finance spans multiple business units and channels — the premise (one recognized customer) requires the multi-BU scope of Transform.

Included
  • 7–10 channels
  • Multiple inbound + outbound workflows
  • Complex enterprise integrations
  • Multiple business units or geographies
  • Advanced agent orchestration
  • Enterprise grounding
  • Governance & evaluation framework
  • Role-based human supervision
  • Custom analytics & optimization
  • Production hardening + managed rollout plan
Not included
  • ✕Usage & consumption (billed separately)
  • ✕Ongoing managed operations (contracted separately)
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: CRM, Converged billing, Order management
  • · A named business owner for airtel black / postpaid premium concierge service
  • · Security review counterpart and policy sign-off (CRM scope)
  • · Baseline metrics for the pilot's success thresholds
Executive messages

What to say to whom

CEO

“Premiumization is Airtel's thesis. The contact center is where that thesis is currently contradicted — an agentic layer makes service the proof point of Black, not its weak spot.”

CIO / CTO

“This builds directly on the Google partnership Airtel has already committed to — Gemini-grounded agents on Google Cloud, integrated to your converged billing and CRM, with full evaluation telemetry.”

COO

“Repeat contacts from cross-product confusion are your largest hidden cost. One recognized-customer layer collapses three queues into one conversation with 100% QA.”

Chief Marketing Officer

“Airtel Black's promise is 'one bill, one service'. Today the service half is aspiration. This makes it operational — and measurable in NPS on your highest-ARPU cohort.”

Chief Risk / Compliance Officer

“TRAI DND enforcement on outreach, DPDP-aligned consent and audit trails, India-region data residency — governance is a design input, consistent with the spam-detection posture Airtel already champions.”

CFO / Procurement

“Churn on a converged Black household costs multiples of a prepaid loss. Price this against saved households and deflected repeat contacts, not against per-call cost alone.”

Outreach

Pre-built offer emails for Bharti Airtel

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

India's #2 operator (~390M+ subscribers) with a premiumization strategy — highest ARPU among Indian telcos and a publicly-reported $1B Google partnership that makes Google Cloud the natural AI substrate.

30 / 60 / 90-day plan
  • Day 0–30: Workshop with the Airtel digital CX team to map the Black converged-household journey and pick two entry workflows, framed as an extension of the existing Google partnership.; confirm sponsor and baseline data access; validate: Current vendor landscape for Airtel's contact-center AI (in-house vs. partners) and where the 2022 Google partnership governance sits
  • Day 31–60: architecture & security review with the platform team; Tilicho Labs scoping on Voice + WhatsApp; pilot scope signed
  • Day 61–90: Transform package kickoff; airtel black / postpaid premium concierge service pilot in build; success thresholds locked with the Chief Marketing Officer
Recommended next step

Workshop with the Airtel digital CX team to map the Black converged-household journey and pick two entry workflows, framed as an extension of the existing Google partnership.

Entry: Airtel Black / postpaid premium concierge service · Transform package · 14–20 weeks phased across units. 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.