Designed a full suite of AI use cases for a large enterprise operation, spanning operations, compliance, fleet, scheduling, dispatch, and reporting. Aligned every use case to one of the five executive-level strategic goals already on the leadership team's roadmap. That is the move that got the pilot approved. Defined system prompts, RAG architecture, and integration requirements. The use case work became the architectural blueprint for the platform.
Use case design · RAG architecture · Multi-module system design · Enterprise stakeholder alignment.
Field-deployable fleet and inventory tracking tool. Reads license plates via computer vision to automatically log vehicles, assigns tools and equipment to field crews, and maintains a live inventory sheet. Replaces manual clipboard-and-spreadsheet workflows with a scan-and-done process built for the operations floor.
Plate Recognizer API · Google Sheets API · Claude API · Vercel serverless.
Designed and built a multi-product AI platform spanning 19 operational modules across enterprise use cases. Single universal Claude streaming endpoint. Config-driven multi-tenancy. Branded, scoped, and deployable per enterprise client in days.
Universal serverless dispatch. pgvector retrieval. Supabase RLS. Cross-tenant isolation in CI.
Conversational 811 dig law compliance assistant for excavation contractors and utility damage prevention teams. Field workers ask natural-language questions about locate requirements, hand-dig zones, and notification timing. Bilingual (English and Spanish) to serve the actual field workforce. Built on the same Claude streaming backend as the ops platform.
Claude API · Bilingual NLP · React · Vercel serverless.
Consumer pool and spa water chemistry assistant. Users log their pH, chlorine, alkalinity, and more, then get AI-powered recommendations on exactly what to add and how much. Replaces paper test strips and guesswork with guided, chemistry-aware fixes. Same Claude streaming backend as the ops platform.
Claude API · React · Vercel serverless · Capacitor (iOS, Android).
Consumer DIY auto diagnostics app. Pairs with OBD-II hardware to diagnose vehicle issues, surface parts, and route to service. Capacitor-wrapped from the same web platform that powers the ops modules. Same architecture, native shell. Proves the platform extends from B2B SaaS to consumer mobile without rewriting the core.
Capacitor. iOS + Android native shells. Same Claude streaming backend.