Results From the Frontlines
The Challenge
A Fortune Global 500 food and beverage manufacturer was standing up a new confectionery line. The equipment was new to everyone. On a new line there is no tribal knowledge to lean on. The expertise belongs to the OEM, and it leaves when the trainers do. The team is left with a manual and whatever they retained. When the line faults at 2am, operators dig through the manual or wait days for engineering. That trial-and-error ramp typically takes two months or more, with the line running below rate and product going to waste.
The Squint Solution
Operators captured the OEM training sessions in Squint as they happened. They captured startups, shutdowns, LOTO, calibration, and cleaning. Squint’s tribal knowledge agent transformed each session into a visual, step-by-step procedure on the spot, available to every shift on any device. And because the Assistant answers only from that captured content, operators got answers at the line instead of waiting on engineering.
The Results
The line reached full productivity in just 2 weeks, returning six weeks of output on brand-new capital. Early-ramp errors dropped 12% compared to previous installations. 100% of the OEM’s training was captured in a single session that now acts as permanent and accessible knowledge that the entire plant runs on. The team applies the same playbook to every install across a network of over 50 facilities and Squint’s standardization agent ensures their terminology, abbreviations, and safety requirements are applied to every procedure across the business.
Industrial AI at Work
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Industrial AI used by leading global organizations
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