Put an agentic layer in front of PolicyBazaar's telesales floor: instant multilingual engagement, structured qualification, and renewal-book coverage — so licensed advisors spend their minutes only on closable conversations.
India's largest online insurance marketplace (PB Fintech group), publicly known for a telesales-assisted model where advisors guide most health and term purchases to closure.
Public factOperates under IRDAI broking/intermediary regulations; advice and disclosures in sales conversations are conduct-regulated.
Public factRenewals are a publicly emphasized profitability driver — the renewal book compounds while acquisition costs stay heavy in new sales.
Public factSpeed-to-lead and advisor-minute utilization are likely the two most-watched funnel metrics; unqualified connects are the biggest waste of licensed capacity.
Reasoned inferenceLate-evening and weekend lead spikes likely outstrip advisor rosters, leaving high-intent leads to decay overnight.
Seller hypothesis — validateValidate with the account team before outreach: Current speed-to-lead and connect-rate baselines by funnel · In-house AI/automation already deployed on the telesales floor · IRDAI conduct constraints on non-licensed conversational qualification
Technically capable but needs industry workflows, integration, acceleration, or managed operations
Evidence: PB Fintech runs serious in-house funnel, CRM, and dialer technology and has publicly experimented with AI on the sales floor — but its engineering franchise is distribution-tech, not speech models, telephony, or conversation-evaluation infrastructure.
Why they won't build the full stack: Voice quality, telephony scale, and evaluation are exactly the components a telesales-tech team would take years to harden; a platform partner lets PB's engineers keep owning the funnel logic layered on top.
Renewal income is repeatedly emphasized as the profitability engine of the business model
GTM implication: Full renewal-book conversational coverage compounds the profit driver management already highlights every quarter
| Workflow | Why it matters here | Value | Complexity | Speed | Channels |
|---|---|---|---|---|---|
Instant lead engagement & rubric qualification Minutes-fast engagement in the lead's language, structured needs capture, and calendar-booked handoff to licensed advisors. | PB's economics improve directly with connect rate and qualification precision — every advisor minute on an unqualified lead is margin lost. Friction today: Dialer-based callbacks miss working customers; qualification depth varies by advisor; night leads decay till morning. | WhatsAppVoiceWeb chat | |||
Renewal-book coverage Every renewal gets a two-way conversation with premium explanation and payment; advisors handle only objections. | Renewal commission is the profitability engine; full-book conversational coverage beats blast reminders on retention. Friction today: Renewal outreach concentrates advisor time on high-ticket policies; the long tail gets SMS only. | WhatsAppVoice | |||
Post-sale service & claims-assistance line Grounded policy-service answers and claims-assistance status on demand, with specialist escalation. | PB's brand promise includes claims support; service quality here drives the trust that lowers future acquisition cost. Friction today: Service queries queue behind sales priorities; claims-assistance status requires callbacks. | VoiceWhatsAppApp chat |
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 PolicyBazaar's measured baseline. Package price covers implementation only; recurring usage billed separately.
Why this package for PolicyBazaar: Lead qualification, renewal outreach, and post-sale service are three high-volume workflows on CRM and dialer integrations; scale fits the phased proof this metric-driven company will demand.
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.
“You built the category on assisted buying; agentic qualification scales the assistance without scaling the floor — margin expansion on the same lead flow.”
“The agent slots between your lead systems and dialer with structured write-backs — improving the data your funnel models train on.”
“Night and weekend leads stop decaying; advisor rosters flatten because the agent absorbs the spikes and hands over booked, qualified slots.”
“Your advisors open every call knowing need, budget, and history — connect-to-issuance improves because the floor works only pre-qualified queues.”
“IRDAI-conscious scripts with mandatory disclosures embedded, every conversation recorded and scored — conduct assurance across the funnel, not a sample of it.”
“Cost per issued policy is the number; a control-group pilot on one product funnel will price the impact before any floor-wide commitment.”
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.
India's dominant online insurance marketplace whose unit economics literally run on telesales conversations — thousands of advisors qualifying and closing leads — making conversational automation a core-P&L conversation, not a support one.
Run a 60-day A/B on the health-insurance funnel: agent-first engagement versus dialer-first, measuring connect, qualification, and issuance economics.
Entry: Lead qualification & advisor handoff · 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.