Published research, patent-pending invention, and practitioner writing, gathered in one place. The same rigor behind every client engagement.
Full Enterprise Traceability: a closed-loop, capability-driven framework that connects strategy, enterprise architecture, execution, governance, and operational performance into one traceable system for building the integrated enterprise. Published on SSRN.
The framework engages established adoption theory, connecting the traceability chain to UTAUT and ADKAR so that adoption becomes the downstream consequence of an intact chain rather than a parallel workstream.
Read the paper (SSRN) →The Adaptive Confidentiality-Managed Multi-LLM System: a patent-pending framework (U.S. patent application 18/936,962) enabling secure, confidential enterprise AI through sensitivity classification, model routing, data masking, and hybrid deployment, aligned to governance, risk, and compliance needs.
Discuss an application →Each paper starts from a failure I watched break real systems, then traces it to the structure underneath. All are openly licensed and permanently citable.
Bringing a medical device from a proven breakthrough to the patient who needs it takes too long, and much of that delay is avoidable. This paper names the hidden cost the connective-tissue tax and argues that the right use of AI is to remove it, not by drafting faster at the expense of rigor, but by making every connection traceable. It introduces three constructs for regulatory teams, Traceable Submission Intelligence, the Three Intelligences, and the Submission Intelligence Benchmark, with a dated scan of current AI-enabled regulatory platforms. The qualified expert stays accountable throughout.
Read the paper (Zenodo) →A timeout is not a failure. It means you do not know. Nine engineering fields, from card networks to storage controllers, independently converged on the same five ideas because a proof from 1975 left them no choice. The in-doubt transaction, diagnosed across payments, messaging, and hardware, and stated once as a discipline.
Read the article →We are responding to a house with no locks by hiring more guards to stand around it. A verified-design operating system existed in the 1980s and was cancelled for want of buyers. A closed-by-default architecture where trust is earned inward and never retained, organized around innate and adaptive defense.
Read the article →Short pieces that translate the research into the questions leaders actually face.
Adoption is necessary but not sufficient. On the traceable chain that connects strategy to outcome, and why acceptance alone does not close the gap.
Traceability produces updated processes, activities, roles, KPIs, and competency gaps. Adoption is what happens when that chain stays intact, connecting the FET Framework to UTAUT and ADKAR.
The published work is indexed under a single verified research identity.
The frameworks are not just theory. They are how I approach every engagement.