Automotive aftermarket pricing analytics
Margin Protector AI — Autonomous profit recovery for Shopify merchants. 6 deterministic heuristics, transparent AI reasoning, 1-click GraphQL execution. Next.js 16, React 19, Tailwind CSS 4.
This margin analysis quantifies unrecovered profit, identifies loss making jobs, clients, and routes, and delivers clear recommendations to improve pricing and operational efficiency.
End-to-end margin analysis identifying $566k in revenue leakage across 9,994 transactions using Python, DuckDB, SQL, and Tableau.
AI-powered food cost diagnostic for QSR operators: identifies waste, portion drift, inventory loss, and margin pressure before they become larger profitability problems.
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