AI System for Instant Insurance Proposal Generation

Transforming complex underwriting data into personalized insurance proposals — in minutes, not hours.

Overview

A mid-size insurance carrier wanted to accelerate the generation of client proposals for life and property insurance. We built an AI-powered Proposal Generator that pulls underwriting data, pricing models, and legal templates into a unified system — delivering accurate, compliant proposals with minimal human input.

The Challenge

Proposal generation was heavily manual, involving multiple data lookups, regulatory checks, and document creation steps. This slowed down response time, introduced risk, and hurt close rates — especially with SMB clients expecting fast quotes.

The Solution

SphereIQ’s Insurance Proposal Generator automates the entire process:

  • Ingests risk profiles and customer inputs
  • Pulls pricing data from internal models
  • Auto-generates proposals with pre-approved legal content
  • Allows agents to review, personalize, and send in real time

Built-in compliance checks ensure regulatory consistency across jurisdictions.

The Results

4x

faster proposal turnaround

30%

improvement in quote-to-close rate

Reduced manual errors and regulatory risk

Happier agents and more competitive client experience

Let’s Build Your First (or Next) AI Win