The bottleneck is the opportunity.
I find the constraint that's quietly costing a business money — then build the production SAP/ERP application that clears it. AI-accelerated, shipped solo, measured in throughput and dollars returned. My latest went from request to production in nine weeks and clears millions in deductions a week.
Promotional trade-management platform
Clears a ≈$2.4–3.2M/week deduction stream. Retailer claims are matched to SAP agreements by a rules engine and posted after approval. Handling per deduction: ~7.5 minutes down to ~0.3.
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02 — 03 About
I think in constraints. Every process has one step where the work piles up and the money leaks out — I find it, and I build the system that clears it.
That's the whole job. A CPG manufacturer's trade-promotions team was drowning in manual deduction-clearing; the platform I built now clears millions a week — request to production in nine weeks, working solo.
AI is how I move that fast: Claude Code as a force multiplier, with the safeguards, evaluation, and validation that keep production honest. Deep SAP/ERP experience is the ground I stand on. Based in Haslet, TX.
Let's talk.
Have a process that's quietly costing you time or money? That's exactly the conversation I want to have.