AI + Resilience
Responsible AI, governance, human oversight, continuity, explainability, operational control, silent degradation, and AI steering groups.
Research
I study how technology, search, AI, people, and organizations are changing—and what responsible action looks like in practice.
Research streams
Responsible AI, governance, human oversight, continuity, explainability, operational control, silent degradation, and AI steering groups.
SEO, AEO, GEO, AI Search, E-E-A-T, entity authority, and AI visibility experiments.
Technology evaluation, legal technology, market analysis, trials, and pilots.
Training, ownership, communication, adoption, and change management.
Workflow design, fractional advisory, implementation, and process improvement.
University of Denver academic work connecting technology, governance, ethics, and organizations.
Where research meets practice
These streams feed directly into how I advise on AI adoption, cybersecurity governance, and search visibility.
A practical first step
I believe research becomes useful when it improves judgment, decisions, and implementation.