Case Studies & Insights

What the data actually says

Real analysis engagements. Real revenue findings. No fluff — just the numbers, the patterns, and the specific actions that moved the needle.

How We Helped a Detroit Coffee Shop Find $12K in Hidden Revenue

A walkthrough of a real data analysis engagement — from messy spreadsheet to $12K in actionable revenue findings for a Detroit small business.

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How a Detroit Boutique Cut $8K in Dead Stock with One Spreadsheet Audit

A Detroit boutique was sitting on thousands in unsellable inventory — and they had no idea. Here is how a single afternoon data audit uncovered $8K in dead stock, fixed broken reorder points, and identified the 20% of SKUs driving 65% of revenue.

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How a Detroit Salon Recovered $9,400 in Lost Appointment Revenue

Crown Studio had 18 months of Square data and a no-show rate double the industry average. Here is how one afternoon of analysis uncovered $9,400 in recoverable appointment revenue — and two process changes that paid for the report in the first month.

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