OCM, Instructional Design and Training Specialist
Why AI Advisors are Necessary — Read the Report
Thought Leadership
Research & White Papers
508 Compliance by Design
Why 96% of enterprise software fails federal accessibility law — and how to build to the standard the industry ignores.
Read PaperThe Red Duck Paradigm
Ontological drift in AI-mediated knowledge systems — a newly observable failure mode in contemporary AI ecosystems.
Read PaperThe Semantic Brain of the Organization
How ontology & semantic graphs connect every experience to every concept at organizational scale.
Read PaperExperience Statements vs xAPI
A technical and philosophical comparison of two approaches to organizational experience data.
Read PaperHallucination-Free AI
Why every commercial AI hallucinates — and an architectural approach that eliminates the problem by design.
Read PaperWelcome to my professional portfolio. Explore my work in organizational change management, instructional design, and innovative technology solutions spanning defense, energy, government, and enterprise sectors.