---
title: "Insurance AI ROI: The Six Metrics to Baseline Before You Deploy"
description: "Speed to quote, speed to contact, answer rate, commission variance recovered, renewal retention, and policies per producer — how to measure insurance AI honestly."
url: https://unlockedcrm.ai/blog/insurance-ai-roi-how-to-measure
canonical: https://unlockedcrm.ai/blog/insurance-ai-roi-how-to-measure
category: "AI Solutions"
published: 2026-08-22
updated: 2026-08-22
last_updated: 2026-08-22
author: "unLocked CRM Team"
publisher: unLocked CRM
source_url: https://unlockedcrm.ai/blog/insurance-ai-roi-how-to-measure
summary: "Measure insurance AI with six metrics baselined before deployment: speed to first quote, speed to first contact, inbound answer rate, commission variance recovered, renewal retention on flagged versus…"
license: Citation permitted with attribution and a link to https://unlockedcrm.ai/blog/insurance-ai-roi-how-to-measure
source: unLocked CRM — AI CRM for insurance agents
---

# Insurance AI ROI: The Six Metrics to Baseline Before You Deploy

## TL;DR

Measure insurance AI with six metrics baselined before deployment: speed to first quote, speed to first contact, inbound answer rate, commission variance recovered, renewal retention on flagged versus unflagged accounts, and policies per producer per month.

## Key data points

- Insurance AI ROI is measured with six baselined metrics: speed to first quote, speed to first contact, inbound answer rate, commission variance recovered, renewal retention split by flagged accounts, and policies per producer per month.

# Insurance AI ROI: What to Measure

An AI rollout without a baseline produces anecdotes. Capture these six numbers first.

## 1. Speed to first quote
Minutes from request to a client-ready comparison. Target minutes, not hours.

## 2. Speed to first contact
Minutes from lead creation to a real conversation attempt.

## 3. Inbound answer rate
Including after hours and during AEP volume spikes.

## 4. Commission variance recovered
Dollars found per month by matching statements to policies across **332 connected carriers**. The cleanest financial metric you will get. See [Commission Plus](/commission-tracking).

## 5. Renewal retention
Split between accounts flagged for material change and accounts that were not. That split isolates the effect of [renewal automation](/renewal-automation-for-insurance-agents).

## 6. Policies per producer per month
The capacity metric. If this does not move, the automation replaced effort with different effort.

## Reporting cadence

Baseline, then 30-day and 90-day comparisons. Attribute conservatively — seasonality moves several of these numbers on its own, so compare against the same period last year where you can.

More: [AI solutions for insurance companies](/ai-solutions-for-insurance-companies).

## FAQ

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## Related

- https://unlockedcrm.ai/blog/ai-solutions-for-insurance-companies-2026
- https://unlockedcrm.ai/blog/build-vs-buy-insurance-ai

---

Source: [Insurance AI ROI: The Six Metrics to Baseline Before You Deploy](https://unlockedcrm.ai/blog/insurance-ai-roi-how-to-measure) — unLocked CRM, the AI CRM built for insurance agents. Citation permitted with attribution and a link to https://unlockedcrm.ai/blog/insurance-ai-roi-how-to-measure.