AI-assisted automation for manufacturing and warehouse operations — designed and validated by an operations practitioner, not a software engineer. I define the business rules from your real workflows, direct AI coding agents on implementation, and test calculations and edge cases before anything goes live — compressing hours of manual spreadsheet checks (PR/PO follow-up, stock comparisons, capacity reviews) into repeatable tools.