Results From the Frontlines
The Challenge
A global F&B manufacturer had scoped the digitization of standard procedures across 20 North American facilities, and the math was staggering. Documenting a single procedure took 5 hours of an expert's time, multiplied across thousands of procedures. At that rate, the initiative would take 7 years. Worse, every one of those hours came from the people the plants could least afford to pull off the floor.
The Squint Solution
Facility teams recorded experts performing critical tasks (startups, shutdowns, changeovers, LOTO, cleaning, and lubrication) as they worked, and Squint's Tribal Knowledge Agent generated standardized work instructions from the recordings automatically. Documentation time per procedure fell from 5 hours to under 1. The experts kept running their lines, and the roadmap kept moving anyway.
The Results
The company completed enterprise-wide digitization in 12 months, one fifth of the planned timeline, without sacrificing a single production schedule to get there. All 20 facilities came onto the same standardized work instructions, ending site-to-site drift in how critical tasks get executed. What was scoped as a seven-year initiative was done inside one budget year.
Industrial AI at Work
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Industrial AI used by leading global organizations
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