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Automation Is a Tolerance Problem Disguised as a Robotics Problem

Automation Is a Tolerance Problem Disguised as a Robotics Problem

by X-PRO | Feb 25, 2026 | Automation

According to a recent analysis of automation projects, about 73 % of automation initiatives fail because organizations attempt to automate broken processes instead of addressing underlying process issues first — not because of the technology itself. Automation...
Design for Automation: Why Most Manufacturing Automation Fails Before Production Starts

Design for Automation: Why Most Manufacturing Automation Fails Before Production Starts

by X-PRO | Feb 19, 2026 | Automation

Nearly one-third of automation systems do not perform as expected — often because of incomplete scoping and insufficient de-risking during design and validation phases, not because the robots themselves are faulty. Automation projects rarely fail because of robotics....

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