AI case study

AGCOWorkflow automation

Quality reviews dragged for weeks, gated by a handful of specialists. Now employees build agents that move them through in about an hour.

Published

Key results

Review Time Reduction
~1 hour
vs weeks

Result highlights

Unlock 1 result highlight

The story

Context

Global agricultural machinery manufacturer with brands including Fendt and Massey Ferguson, operating in 140 countries with equipment ranging from tractors to precision agriculture systems.

Challenge

Employees were already experimenting with AI on personal devices outside enterprise governance, creating shadow IT risk. Manufacturing quality and...

Solution
Unlock full story

Scope & timeline

  • AI maker base grew from 900 to ~2,000 employees
  • 900+ employees volunteered as AI agent makers

Quotes

Unlock 8 more quotes

The company

Agricultural machinery and precision farming technology manufacturer.

IndustryIndustrial & Manufacturing
LocationDuluth, GA, USA
Employees10K-50K
Founded1990

The vendor

Enterprise software, cloud infrastructure, and consumer electronics platform.

IndustrySoftware & Platforms
LocationRedmond, WA, USA
Employees100K+
Founded1975

Use case

AGCO's Workflow automation is part of this use case:

Workplace AI
183 case studies(+26% YoY)
Proven impact?
LowModerateVery Strong
4.2Moderate
2.8Lowwithin Industrial & Manufacturing
6.0Strongwithin Operations

Similar Case Studies

Related implementations across industries and use cases

Regal Rexnord logoR

Regal Rexnord

Industrial & Manufacturing|Enterprise

Customer and employee support

AgenticL2

Complex multi-tab spreadsheets limited early bots. Now, an extraction pipeline structures this data for AI to reliably resolve queries.

2,400hAnnual Time Savings
via microsoft.com
Published Apr 3, 2026
tesa logot

tesa

Industrial & Manufacturing|Enterprise

Workflow automation

AgenticL2

Comparing quotes and sorting inquiries manually bottlenecked staff. Now, AI handles both while custom agents proactively flag supply risks.

secondsComparison Timevs up to 45 minutes
via microsoft.com
Published Oct 28, 2025
Hitachi Vantara logoH

Hitachi Vantara

Technology|Enterprise

Employee workflow automation

AgenticL3

Experts spent 15 minutes pulling data from scattered systems. Natural language prompts now generate detailed reports instantly.

+15%Employee Satisfaction
via servicenow.com
Published Nov 3, 2025

215 AI case studies in Workplace AI

93 AI case studies in Industrial & Manufacturing

272 AI case studies in Operations