MWICS Information

Independent consultant specializing in project management and applied AI architecture for organizations navigating complex technology decisions. I specialize in a contrarian, but increasingly necessary proposition: AI is not always the answer. Organizations that invest in better data architecture, cleaner processes, and honest capability assessment before reaching for AI consistently get better results. Identifying where AI genuinely creates value, where better system design would achieve the same result at a fraction of the cost and risk, and how to build for both. Currently building @Intellean, a document intelligence platform for healthcare and insurance that proves the point: a well-designed extraction architecture with deterministic verification outperforms generative AI for high-stakes clinical documentation, delivering a fully auditable chain of custody no AI scribe on the market provides. Available for project management leadership, AI strategy, and architecture consulting engagements.