The Elicitation Gap
The Elicitation Gap — Luminity Digital The Architecture of Capability · Series 18 · Post 2 of 4 · June 2026 Agentic AI Governance The Elicitation Gap Pre-deployment evaluation measures…
I am an Applied AI Architect operating at the intersection of business strategy, product management, and technology delivery — responsible for shaping and executing AI solutions that span multiple platform capabilities and deliver measurable business value. I design and architect applied AI systems, grounded in Enterprise Architecture depth that brings full data lifecycle and application architecture expertise, cloud infrastructure competency, and Agentic AI technology stack. I design Agentic AI applications with focus on robust security and governance, system architecture and reliability, and context management. I architect multi-platform solutions with full accountability spanning Decision Intelligence, Data Intelligence, Hyperscalers, and Agentic AI. I publish systematic reviews of peer-reviewed publications with empirical evidence to understand state-of-the-art advancement in AI — guiding clients in building solutions that deliver measurable ROI. That practitioner depth is backed by 25+ years of enterprise architecture and digital transformation work across Fortune 500 companies in financial services, healthcare, and manufacturing. The experience is the foundation. Applied AI is where it now performs. 20× Certified. Led engagements across the United States, Europe, and Asia.
Talking Is Not Coordinating — Luminity Digital Coordination by Construction · Series 19 · Post 2 of 6 · June 2026 Coordination by Construction · Series 19 Talking Is Not…
The Elicitation Gap — Luminity Digital The Architecture of Capability · Series 18 · Post 2 of 4 · June 2026 Agentic AI Governance The Elicitation Gap Pre-deployment evaluation measures…
The Coordination Gap Is an Architecture Problem — Luminity Digital Coordination by Construction · Series 19 · Post 1 of 6 · June 2026 Coordination by Construction · Series 19…
The Architecture Decisions You’re Already Making — Luminity Digital The Architecture of Capability · Series 18 · Post 1 of 4 · June 2026 Agentic AI Governance The Transfer Failure…
The Architecture Decisions You’re Already Making — Luminity Digital The Captured Vertical · Dispatch · May 2026 The Captured Vertical · Dispatch No Rulebook Is a Higher Wall SR 26-2…
The Outer Ring: Where Assurance Reaches, and Where It Stops — Luminity Digital MIT–Delphi: Mapped to the Charter’s Edge · Closeout · June 2026 Framework Crosswalk · Closeout The Outer…
The Deepest Map, the Largest Gap: MAESTRO — Luminity Digital MIT–Delphi: Mapped to the Charter’s Edge · Dispatch 3 of 3 · June 2026 Framework Crosswalk · MAESTRO The Deepest…
The Framework That Names the Most: NIST — Luminity Digital MIT–Delphi: Mapped to the Charter’s Edge · Dispatch 2 of 3 · June 2026 Framework Crosswalk · NIST The Framework…
Where the Map Ends: OWASP — Luminity Digital MIT–Delphi: Mapped to the Charter’s Edge · Dispatch 1 of 3 · June 2026 Framework Crosswalk · OWASP Where the Map Ends:…
Assurance as Architecture — Luminity Digital The Assurance Imperative · Series 17 · Dispatch 05 · June 2026 The Assurance Imperative · Series 17 Assurance as Architecture Four instruments, four…