# AI Agent Blueprint

Published articles for AI Agent Blueprint.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## How to measure the customer experience as AI scales

DevFeed: [How to measure the customer experience as AI scales](<https://devfeed.tech/articles/how-to-measure-the-customer-experience-as-ai-scales-9348.md>)

Original publisher: [Read original article](<https://www.intercom.com/blog/how-to-measure-customer-experience-as-ai-scales/>)

Author: William Lane

Published: 2026-07-01T16:44:49Z

Content type: article

Language: en

Sources: [The Intercom Blog](<https://devfeed.tech/sources/the-intercom-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [ai-agent-blueprint](<https://devfeed.tech/tags/ai-agent-blueprint.md>), [ai-automation](<https://devfeed.tech/tags/ai-automation.md>), [customer](<https://devfeed.tech/tags/customer.md>), [customer-service](<https://devfeed.tech/tags/customer-service.md>), [data](<https://devfeed.tech/tags/data.md>), [metrics](<https://devfeed.tech/tags/metrics.md>)

### AI overview

The article explains why CSAT becomes insufficient as AI handles more customer conversations. It recommends evaluating every interaction with AI-powered scoring to provide broader visibility into service quality, resolution, and customer effort.

### Source excerpt

Traditional support metrics weren't designed for AI handling most of your conversations. As your Agent takes on more, the gaps in what you can see get bigger. Here's how to measure the full customer experience.

## Conversation design: How to make your AI Agent communicate like your team

DevFeed: [Conversation design: How to make your AI Agent communicate like your team](<https://devfeed.tech/articles/conversation-design-how-to-make-your-ai-agent-communicate-like-your-team-9343.md>)

Original publisher: [Read original article](<https://www.intercom.com/blog/conversation-design-for-your-ai-agent/>)

Author: Fred Walton

Published: 2026-06-18T16:55:07Z

Content type: article

Language: en

Sources: [The Intercom Blog](<https://devfeed.tech/sources/the-intercom-blog.md>)

Topics: [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Support](<https://devfeed.tech/topics/support.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [ai-agent-blueprint](<https://devfeed.tech/tags/ai-agent-blueprint.md>), [ai-automation](<https://devfeed.tech/tags/ai-automation.md>), [communication](<https://devfeed.tech/tags/communication.md>), [context](<https://devfeed.tech/tags/context.md>), [customer](<https://devfeed.tech/tags/customer.md>), [customer-experience](<https://devfeed.tech/tags/customer-experience.md>), [customer-service](<https://devfeed.tech/tags/customer-service.md>), [customers](<https://devfeed.tech/tags/customers.md>), [designer](<https://devfeed.tech/tags/designer.md>), [experience](<https://devfeed.tech/tags/experience.md>), [process](<https://devfeed.tech/tags/process.md>), [responses](<https://devfeed.tech/tags/responses.md>), [structure](<https://devfeed.tech/tags/structure.md>), [support](<https://devfeed.tech/tags/support.md>), [teams](<https://devfeed.tech/tags/teams.md>), [trust](<https://devfeed.tech/tags/trust.md>), [voice](<https://devfeed.tech/tags/voice.md>)

### AI overview

This article explains how conversation design helps an AI Agent communicate consistently with a support team. It covers voice, tone, response structure, adapting language to customer context, and designing smooth handoffs to human support representatives. An Intercom example reports that a warmer opening message increased CSAT from 72.8% to 78.4%.

### Source excerpt

If nobody on your team owns how your AI Agent communicates, it defaults to sounding like an LLM. Conversation design is the discipline that fixes that.

## How to make the case for giving your AI Agent system access

DevFeed: [How to make the case for giving your AI Agent system access](<https://devfeed.tech/articles/how-to-make-the-case-for-giving-your-ai-agent-system-access-9347.md>)

Original publisher: [Read original article](<https://www.intercom.com/blog/giving-your-ai-agent-system-access/>)

Author: Dawn Perrott

Published: 2026-06-11T12:04:14Z

Content type: tutorial

Language: en

Sources: [The Intercom Blog](<https://devfeed.tech/sources/the-intercom-blog.md>)

Topics: [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Back end](<https://devfeed.tech/topics/backend.md>), [knowledge-management](<https://devfeed.tech/topics/knowledge-management.md>), [AI Platforms/Deployment](<https://devfeed.tech/topics/ai-platforms-deployment.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [agent](<https://devfeed.tech/tags/agent.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [ai-agent-blueprint](<https://devfeed.tech/tags/ai-agent-blueprint.md>), [ai-automation](<https://devfeed.tech/tags/ai-automation.md>), [backend](<https://devfeed.tech/tags/backend.md>), [customer-service](<https://devfeed.tech/tags/customer-service.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [integration](<https://devfeed.tech/tags/integration.md>), [knowledge-management](<https://devfeed.tech/tags/knowledge-management.md>), [management-tools](<https://devfeed.tech/tags/management-tools.md>)

### AI overview

The article explains why AI Agents need access to backend systems to move from answering customer questions to completing actions. It argues that connecting support agents to CRM, billing, and order-management systems can enable end-to-end resolution, and describes how Intercom's Procedures with system access handled complex workflows better than fixed, scripted Tasks in some cases.

### Source excerpt

Without access to your backend systems, your AI Agent can answer questions, but it can't take action. A customer asks to change their payment plan, they get a clear explanation, but a support rep still has...