Jun 02, 2026
AI Quote Extraction & Analysis for Commercial Insurance Brokers
Quote Extraction Doesn’t Have to Be a Manual Burden
Automatically extract, structure, and validate complex insurance quotes with AI designed for brokers.
When multi-location, multi-coverage quote documents hit your inbox, processing them shouldn’t stall your operations. Instead of losing valuable time to manual data entry, let advanced AI handle the heavy lifting.
Magic Placement’s Quote Extraction Analysis capability transforms chaotic, unstructured quote documents into clean, structured, and actionable JSON data.
The Challenge
Quote documents arrive in a frustrating variety of formats across different carriers. Managing multi-location, multi-coverage, and complex multi-option structures manually is a slow, inconsistent, and error-prone process. This friction ultimately drives up operational costs and drags down underwriting turnaround times.
The Workflow
We built a highly efficient, five-step pipeline to streamline your ingestion and extraction process. Based on benchmarking and performance evaluations, this workflow delivers clear, bottom-line results:
- 60% reduction in manual data effort
- 50% faster quote review turnaround
- Up to 40% improvement in Operations productivity
- 96% overall extraction accuracy
- 30% reduction in operational processing costs
Seamless Integration
Magic Placement is built to fit right into your existing technology stack with zero workflow disruption. It supports both UI-driven workflows and headless API deployments, embedding smoothly within broker portals, carrier PAS systems, or enterprise workbenches.
Ready to accelerate your workflow?