---
title: "Transformation in action: What it takes to automate 81% of your customer service while improving CX"
description: "Intercom describes how its Customer Support team adopted an AI-first strategy after a 2022 review exposed rising demand, weak service-level commitments, and plans to broaden support access. The team began with high-volume informational queries, then expanded Fin through deeper documentation, internal procedures, customer-action capabilities, knowledge management, conversation design, skills-based routing, and organizational changes including a dedicated AI Support team. Fin now resolves over 81% of support volume and helped absorb a 300%+ demand increase without proportional headcount growth, while over 90% of customers receive improved first response performance, 24/7 coverage, and outbound phone support. The remaining human work has shifted toward consultative engagements, while Insights, Guidance, Tasks, and Procedures support ongoing optimization. Next, the team plans to use a four-stage Fin Flywheel—Train, Test, Deploy, and Analyze—and continue developing its Agent Blueprint."
---

# Transformation in action: What it takes to automate 81% of your customer service while improving CX

[Intercom](https://yomu.fyi/company/intercom) · Declan Ivory · Mar 13, 2026

**Type:** Problem & solution

## Summary

Intercom describes how its Customer Support team adopted an AI-first strategy after a 2022 review exposed rising demand, weak service-level commitments, and plans to broaden support access. The team began with high-volume informational queries, then expanded Fin through deeper documentation, internal procedures, customer-action capabilities, knowledge management, conversation design, skills-based routing, and organizational changes including a dedicated AI Support team. Fin now resolves over 81% of support volume and helped absorb a 300%+ demand increase without proportional headcount growth, while over 90% of customers receive improved first response performance, 24/7 coverage, and outbound phone support. The remaining human work has shifted toward consultative engagements, while Insights, Guidance, Tasks, and Procedures support ongoing optimization. Next, the team plans to use a four-stage Fin Flywheel—Train, Test, Deploy, and Analyze—and continue developing its Agent Blueprint.

## Context

In 2022, Intercom faced growing support demand from product launches and changes, struggled to meet business-hours service-level commitments, and wanted to open support routes for website visitors and trial customers. The company also wanted to improve its own support experience while adopting an AI-first strategy.

## Approach / What changed

Intercom used its Customer Support team as an early reference customer for Fin, beginning with high-volume informational queries and expanding into deeper documentation, internal procedures, and actions on behalf of customers. The program combined knowledge management, conversation design, skills-based routing, dedicated AI support and operations roles, and Fin capabilities including Guidance, Tasks and Procedures, and Insights.

## Takeaways

- Fin resolves over 81% of Intercom’s customer support volume and helped absorb a 300%+ increase in demand without proportional headcount growth.
- Intercom embedded knowledge creation in its New Product Introduction process, targeting at least 50% Fin resolution for customer issues at each new product or feature launch.
- The Fin Flywheel defines four ongoing improvement stages: Train, Test, Deploy across voice, email, chat, and social, and Analyze performance with AI-powered Insights.

**Tags:** [AI](https://yomu.fyi/topic/ai), [Automation](https://yomu.fyi/topic/automation), [Customer Experience](https://yomu.fyi/topic/customer-experience), [Knowledge Management](https://yomu.fyi/topic/knowledge-management)

- Source: [Intercom](https://www.intercom.com/blog/automate-customer-service-while-improving-customer-experience)
- Source URL: https://www.intercom.com/blog/automate-customer-service-while-improving-customer-experience
- Ingested by Yomu: 2026-09-09T08:22:15.835Z

[Read original post](https://www.intercom.com/blog/automate-customer-service-while-improving-customer-experience)