Two-week fixed-scope audit of one wholesale order-portal workflow—stock lookup or order status—then a written RAG retrofit plan. No legacy rewrite as the default.
Stock lookup or order status on the portal you run today, not a full modernization SOW.
Labeled cases, fail modes, and out-of-scope rewrites written before any pipeline work.
Repo, auth, and ERP stay yours. We propose a bounded overlay, not a rip-and-replace.
Map who asks what, which screens, and which source of truth already exists.
Name corpora, auth boundaries, and hallucination risk for that one workflow.
Fixed next-phase SOW you can refuse: one RAG path, evals, weekly demos.
Audit memo, checklist, and kill criteria. Build starts only if you lock the next scope.
No. Default is one internal workflow. A rewrite is a separate SOW you can decline.
Regional wholesale distributors or technical founders with an existing order portal—not greenfield marketplace MVPs.
The audit memo, any scripts, and later code live in your repo and cloud account.
SaaS dashboards, internal tools, and customer portals built with type-safe stacks and ship…
Native iOS and Android, or cross-platform with React Native — designed to feel native and …
RAG pipelines, agentic workflows, fine-tuned models, and evals — production-grade AI featu…