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IDC PeerScape: Smart Manufacturing — Practices to Deploy Agentic AI on the Shop Floor

Publisher IDC
Published Mar 02, 2026
Length 8 Pages
SKU # IDC20942263

Description

This IDC PeerScape provides four practical examples of how industrial companies in Europe, the United States, and Asia/Pacific deploy agentic AI technology in their factory operations. “By weaving agentic capabilities directly into machines, frontline worker support, shop floor execution, scheduling, and quality workflows, manufacturers are quietly reshaping what ‘normal’ feels like on the shop floor. In the most advanced plants, people, equipment, and software agents operate as one entity, with humans setting the direction, and agents handling the brute-force tasks at the speed demanded by operations,” said Lorenzo Veronesi, associate research director, IDC Manufacturing Insights.

Table of Contents

8 Pages

IDC PeerScape figure

Executive summary

Peer insights

Practice 1: Agentic-enabled machine interaction

Challenge

Example

Guidance

Practice 2: Agentic-enabled worker augmentation

Challenge

Example

Guidance

Practice 3: Agentic-driven process execution

Challenge

Example

Guidance

Practice 4: Agentic-enabled automatic workflows

Challenge

Example

Guidance

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