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VoxIndia AI

Solutions by sector

9 sectors. One architecture. No rebuild.

Qualifying a loan lead and recovering a lapsed policy are the same conversation with different content. We built the sequence once.

Cold lead to closed collection, in one sequence.

Banking & Lending

Ten contacts per loan account per year — and the cost of not calling is measurable to the rupee.

Why voice
Ten touchpoints a year across a whole book is arithmetic no collections floor wins — the calls that go unmade are the cheap ones, early in the bucket, where recovery is easiest. And a mandate or a promise to pay needs an answer, not a notification.
Highest value
Pre-approved lending — capture, qualification and e-mandate on one call.

Renewal, lapse recovery and FNOL, across the long tail.

Insurance

The lapse happens in the long tail — regional languages, policies too small to justify a human call.

Why voice
A renewal is easy to ignore over SMS. A call in their own language, with the policy number and premium already known, converts differently — and closes the mandate before it ends.
Highest value
Persistency on low-premium policies human teams never reach.
Compliance
IRDAI conduct, TRAI calling windows and DPDP consent enforced at the dialer. Every call recorded against the policy number.

Billing, outage notification and grievance intake at DISCOM scale.

Utilities

DISCOM-sized books, contact lists in crores, service metrics the regulator can see.

Why voice
Regulator-visible metrics make coverage, not cost per call, the binding constraint. Only voice reaches an entire consumer base inside one billing cycle.

COD confirmation and delivery coordination that saves the Tier-2 drop.

E-commerce

The calls that decide whether a Tier-2 delivery succeeds.

Why voice
Low-value, high-volume calls where handling time is cost. They never justify a human seat — which is why they go unmade, and why RTO stays high.

Test-ride follow-up, service booking and roadside assistance triage.

EV & Automotive

A long consideration cycle, then a long ownership relationship. Both are calling problems.

Why voice
A test-ride enquiry is worth calling back in minutes and a recall has to reach the whole parc, not a sample. A showroom team is sized for the people who walked in, not for either job.

Counselling, fee reminders and renewal nudges in the student's own language.

Ed Tech

In the language a student thinks in, not the one they were taught in.

Why voice
The person deciding is often a parent, and they decide in a conversation rather than on a form. Counsellor time is the scarce thing, so qualification has to happen before it is spent — and in the language the family actually negotiates in.

Site-visit scheduling and nurture across a long, high-value cycle.

Real Estate

A long, high-value cycle where the loss happens between conversations.

Why voice
A portal lead arrives at several builders at once, so the callback window is short. What follows runs for months at a follow-up cadence no sales floor sustains — and that gap between conversations is where the deal is lost, not in the pitch.

Appointment scheduling, post-discharge check-ins, and diagnostic follow-ups.

Healthcare

High patient drop-offs happen in the silence between hospital visits.

Why voice
Front-desk staff are overwhelmed by inbound walk-ins, leaving pre-procedure instructions unread and post-op check-ins unmade. A timely voice call reduces no-shows, captures early complication warnings, and secures repeat diagnostic bookings.
Highest value
Post-discharge triage and chronic care management nudges.
Compliance
DISHA and DPDP patient privacy compliance, secure health record consent, and medical advisory disclaimers enforced programmatically.

Refill reminders, patient adherence, and chemist network engagement.

Pharma

Chronic therapy drop-offs cost lives — and millions in recurring prescription revenue.

Why voice
Patients fail to reorder maintenance medication simply because no one reminded them before the strip ran out. SMS reminders are ignored, but an interactive phone call in the patient's local dialect confirms refill status and bridges them directly to the pharmacy.
Highest value
Chronic disease management (CDM) adherence and pharmacy reorders.
Compliance
Strict CDSCO alignment, non-promotional patient support program (PSP) workflows, and consent-first outbound dialing.

Every sector runs on the same voice models, the same dialer and the same CRM schema.

If your sector isn’t listed, the answer is usually that we haven’t published the workflow library yet — not that it doesn’t work.