Detailed engineering breakdowns of real systems running in production. Each case study documents the client context, the real problem in their words, constraints, SVG architecture diagrams, security design, and what I would do differently.
A 27-loom textile manufacturing mill was losing visibility across yarn lots, machine allocations, and piece-rate wages across paper logs and disconnected Excel sheets.
Month-end accounting close required 3 full days of manual transcription and vlookups between CSV bank feeds and purchase invoices.
Four disconnected dashboards (Shopify, Amazon, GA4, GSC) forced operators to waste hours manually compiling spreadsheets to spot stockouts and ad drag.
LLMs are inherently probabilistic. Allowing them to write directly to production ledgers risks silent schema errors, bad dates, and invalid mathematical totals.
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