# AI voice agents call back abandoned insurance quotes and partner leads

Scripted AI calls chase abandoned quotes and partner referrals, log to HubSpot, and hand interested buyers to a rep.

Category: Follow-up
Industry: Insurance
Difficulty: moderate
Updated: Oct 18, 2026
URL: https://revstackai.co/use-cases/ai-voice-calls-on-abandoned-insurance-quotes

## Problem

Small businesses abandoned online quotes and partner leads waited because the team lacked bandwidth to call everyone while they were engaged.

## How AI solves it

Deploy AI voice agents on pre-approved scripts for three campaigns: abandoned quotes, partner leads, overdue payments.

Connect to HubSpot so each call uses lead data and logs recordings and outcomes.

When a prospect is interested, transfer live to a rep or book a follow-up.

## Verdict

5.7x ROI; premium quoted up 21%; 124 sales hours saved.

## Tools

- [Strada](https://www.getstrada.com/): Conversational and agentic AI for insurance carriers, MGAs and brokers.

## RevStack prompt

Written by RevStack. This is not the sourced result below.

Inputs:
- Line of business
- What the prospect entered before abandoning
- Approved script points
- Transfer or booking rule

Write a short, compliant call script for an AI agent calling a small business that abandoned an insurance quote.

Use only the inputs. Never quote a premium or bind coverage.

Line: {{line}}
Quote data: {{quote}}
Approved points: {{script}}
Handoff rule: {{rule}}

Include the recording disclosure, two discovery questions, and the exact handoff line.

Example output, written by RevStack, not a reported result:

This call may be recorded. I'm calling about the general liability quote you started for your bakery. Did anything stop you from finishing it?
Handoff: I can connect you with a licensed agent now, or book a time. Which do you prefer?

## Result

'5.7x return on investment'; '+21% increase in premium quoted from leads connected with sales team'; '124 hours saved'; 'First recovered policy in 2 weeks post-launch'

Vendor case study. Reported by [Foxquilt / Strada (Nick Goodfellow, VP Insurance Operations, quoted on getstrada.com)](https://www.getstrada.com/customers/foxquilt).

## Setup

1. Get scripts approved by compliance
2. Map HubSpot fields the agent reads and writes
3. Set transfer and booking rules
4. Confirm calling consent