Case studies

Case studies from projects we've worked on

How AI modernization actually plays out inside real businesses: where it fits, where it doesn't, and what changes when it's done right. Anonymized write-ups, with the real numbers behind what we found.

AI Modernization · Process Diagnostic

Manufacturing AI fit analysis

A manufacturer's order cycle ran 55 to 70 days against an ideal of 25 to 28. Before recommending a single tool, we mapped where those days actually went across 26 processes, two plants, and a full org chart.

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AI Content Production · Case Study

Fashion brand AI photography process

A founder-led apparel brand needed campaign-ready photography without a studio shoot. We built a 7-step process, ICP through iteration, that gets AI-generated images to read as a real shoot instead of obviously synthetic.

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