Capabilities
Four areas of deep expertise, each backed by research papers, production software, and client delivery. Below them: five ways to engage with me.
Areas of Expertise
Knowledge Architecture & Ontology
Patent PendingFull-stack knowledge systems: formal ontology + computable entity graph + mathematical discovery + research pipeline — 253 entities, 248 links, 3 deployed products.
Agentic System of Systems
Patent Pending9 imperatives, 9 papers, 17 products — the only enterprise AI architecture with mathematical formalization for governance, composition, verification, and alignment.
Intelligent Operating Models
Patent PendingOperating models where AI agents are structural participants, not tools — CoG-level EBITDA attribution within 100-day PE review windows. 12 client engagements.
Financial Value Creation & Capture
Patent PendingAI value attributed at CoG level with causal mechanism chains, not aggregate ROI — R²=0.850 WTP regression, $5B+ failure analysis, PE-grade financial modeling.
How People Engage With Me
Advisory
Strategic guidance on AI governance architecture, multi-agent system design, and operating model transformation. Typical engagement: 2-4 week diagnostic producing architectural recommendations and implementation roadmap.
Design
Hands-on architecture and system design — constitutional governance configurations, agent POD designs, Process Intelligence Graph architecture, and operating model blueprints. I design the system, not just the strategy.
Research
Formal research partnerships producing peer-reviewed papers, mathematical frameworks, and constructive proofs. Co-authored publications with your research team, targeting venues like Management Science, AAAI, NeurIPS, and ICML.
Speaking
Keynotes and panel discussions on AI governance, the economics of intelligence, operating model transformation, and the future of white-collar work. Grounded in published research, not speculation.
Training
Workshop-based knowledge transfer for leadership teams, delivery consultants, and technical architects. Topics include agentic operating models, AI governance architecture, domain identification methodology, and financial value attribution.