Marney Edwards

Background

About Marney Edwards

I bridge 30 years of ERP, Supply Chain, and Finance reality with Generative AI — as AI Service Leader at Ultra Consultants and Fractional CAIO. I don't build shiny demos. I build solutions that remove friction, simplify processes, and deliver measurable value. Here's what that looks like in practice: Ultra Knowledge Base — I designed and deployed a production-grade AI pipeline that continuously ingests Ultra Consultants' entire SharePoint tenant (1,061 sites) into Azure AI Search, enabling natural language queries against the full institutional knowledge base with real-time, citation-backed responses. Agent evaluation confirms 96% accuracy across 50+ test queries. ERP AI Intelligence System — I architected a proprietary knowledge engine that delivers evidence-based ERP AI capability assessments across 8 platforms and 150+ business process friction points — giving clients evidence instead of vendor marketing decks. The AI Smart Assessment (AiSA) — At GoGig, I built and scaled one of the first personality-analysis SaaS tools on the AWS Marketplace, grounded in the Big Five Personality Model and the LIWC-22 framework, evaluating 50+ behavioral traits through real-world communication patterns. Projector: Workforce Intelligence — I integrated 250,981 weekly utilization records across 101 consultants into a natural language-queryable workforce intelligence system — so leaders can ask "who's available next month?" and get a data-backed answer instead of a spreadsheet. Pansophy — My own autonomous personal AI agent, built on Zero-Trust architecture, serving as a digital chief of staff — integrated with a private knowledge base and capable of executing multi-step workflows including infrastructure deployment and API orchestration. Certified AWS Machine Learning Engineer and AI Practitioner. JD, Baylor Law. Former VP at Genpact and Applied Materials, Director at PwC. If your AI pilots keep stalling, your knowledge walks out the door when people leave, or you're making million-dollar AI decisions without a coherent strategy — let's talk.