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U.S. Manufacturing Slowed in August—but Gearbox MRO Supply Pressure Is Not Easing

Maintenance professional reviewing gearbox spare-parts planning and lead-time data beside an industrial gearbox in a warehouse setting.

U.S. manufacturing remained in expansion territory in August 2026, but new orders and backlogs lost momentum. For maintenance and purchasing teams, however, the bigger signal may be what did not improve: supplier deliveries slowed further, raw-material prices remained elevated, and key industrial inputs continued to be reported in short supply. Quick Take Source: Institute for Supply … Read more

748 Sensors Weren’t Enough: What Domtar Learned About AI Predictive Maintenance

Engineers studying Ai vulnerabilities in a manufacturing facility.

Domtar estimates that its Kingsport mill avoided 1,546.65 hours of unplanned downtime after changing how people—not just algorithms—handled condition-monitoring data. The number is not independently audited, but the workflow behind it offers a useful lesson for plants investing in AI-assisted maintenance. Quick Take Early in Matthew McLaughlin’s tenure as a reliability engineer at Domtar’s Kingsport, … Read more