---
title: "Measurement Joins the Chat"
url: "https://www.cint.com/newsroom/measurement-joins-the-chat/"
markdown_url: "https://www.cint.com/newsroom/measurement-joins-the-chat.md"
date_published: "2026-10-13T09:06:00-04:00"
date_modified: "2026-11-03T09:18:20-05:00"
author: "Ariel Madway"
featured_image: "https://www.cint.com/wp-content/uploads/2026/11/Measurement-joins-the-chat.jpg"
description: "Cint Interim CPO Lindsay Fordham discusses how Model Context Protocol brings measurement into the chat."
---

# Measurement Joins the Chat

In a [byline for AW360](https://advertisingweek.com/aw360/measurement-joins-the-chat/), Cint Interim CPO Lindsay Fordham explores how marketing measurement is shifting from passive post-campaign reporting to real-time integration within AI-driven decision loops.

Fordham unpacks how, as AI agents become more deeply connected to the tools and data marketers use every day, measurement can become more directly embedded in the systems where decisions are made by implementing emerging standards such as Model Context Protocols (MCPs) which provide a common way for AI applications to interact with external systems and data.

"In an agentic environment, the dashboard increasingly becomes a checkpoint," writes Fordham. "Measurement can feed continuously into the systems helping make decisions, while humans establish the objectives, methodologies, confidence thresholds, and boundaries within which those systems operate. That does not make measurement less important. It makes trustworthy measurement more foundational. The organizations that benefit most from agentic AI will be the ones that are clearest about which evidence an agent should trust, which decisions it can make, and where human judgment is irreplaceable."

![](https://www.cint.com/wp-content/uploads/2026/11/Screenshot-2026-11-03-at-9.13.54-AM.png)

**Check out the full article on AW360**

[Read now](https://advertisingweek.com/aw360/measurement-joins-the-chat/)