Forrester Finds AI Agents Deliver More Value On Factory Floors

The Common Question

Where should manufacturers deploy AI to get the most business impact?

The Lesson in This Case

Manufacturers that embed AI directly into operational decision loops – on the production floor, in maintenance workflows, and across supply chain responses – stand to capture more business impact than those still running AI as a document summarizer for back-office knowledge workers. The architecture driving that shift layers frontier models for reasoning and planning over domain-specific industrial models and smaller edge-resident models that deliver fast, local decisions without cloud latency or connectivity risk. For leaders allocating AI budget, the question is no longer whether your models are powerful enough – it's whether they're wired into the workflows where production, quality, and uptime decisions actually get made.

Originally reported by Forrester Research Blogs. Read the full story here.