Case Study

Insurance

One agent that sells the policy — then renews it, on its own, at expiry

How a large insurer ran the whole policy lifecycle by voice: closing new policies 45% above its human team, then calling each one back the day it was due.

Industry

Insurance

Use cases

Policy sales + renewals (one lifecycle)

Languages

11+ Every state in India

Achievements

↑ 45%

higher conversion from human agents, on the same leads

20 min+

end-to-end calls — the customer never clocked it as a bot

15x

the lead volume covered — every top-of-funnel drop-off

A policy is sold once and then quietly forgotten until the day it expires — and that day is when most of them lapse, for no better reason than no one called. Selling it takes a long, real conversation. Saving it takes a second one, on exactly the right date. No team can do both across a whole book, so the insurer asked whether one agent could own the policy from sale to renewal.

Challenge

Two conversations, neither of which a team can hold at scale

Volume beyond reachIntent has a shelf lifeThe conversation is the bottleneck

Selling is a reach problem: most leads never get a fast, fluent call before they cool off. Renewing is a timing problem: every policy has a date, the window around it is narrow, and a team can’t hit all of them.

Both are real conversations — coverage questions answered, payment taken on the call — not nudges. And both have to happen in the language the customer is actually comfortable speaking.

How we built it

One agent, from sale to renewal

Selling. The agent calls a fresh drop-off, answers the coverage and premium questions from the insurer’s own policy documents, and sends the payment link on the call. These run twenty minutes and more — and customers take them as a conversation with a person, not a bot.

Renewing. The same agent comes back on the expiry date, walks through what’s changed, and collects the renewal then and there. If the customer needs a few days, it calls back on the day they asked for.

A real call

Insurance sales call
(Hindi)

Insurance renewals
(Hindi)

Results

It closed above the team, then kept the book from lapsing

On the sales side, the bet was conversion, and on the same leads the agent closed 45% more than the human team — over calls that ran twenty minutes and more, and that customers never flagged as automated. It also worked 15x the leads a roster could reach, the drop-offs that otherwise went uncalled.

Then it did the part a team usually misses: it called every policy back on its expiry date. The sale and the renewal became one job, handled by one agent.

How we measured

Conversion is measured against the human team on the same leads, same period — a completed policy purchase on the call. The 20-minute figure is real end-to-end call duration; the 15x is the share of top-of-funnel drop-offs the agent covers that a team could not reach.

What's next

Built to scale across India’s languages

The agent now operates in 11+ languages across every state, and does far more than translate. Customers switch between Hindi and English, ask half-finished questions, and change their minds — and the agent follows all of it the way a person would.
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