Governance diagnostician, institutional failure analyst, and creator of the GICD framework. Twenty years of upstream pattern recognition — identifying the structural conditions that cause institutions to fail before conventional oversight ever activates.
Patent Pending #75401215 — Upstream institutional diagnostic methodology
15+ published nonfiction works on governance, workplace dynamics, and institutional accountability
Most governance frameworks activate after failure. GICD works upstream — identifying the structural conditions, interaction patterns, and institutional blind spots that make failure inevitable long before it surfaces.
Developed over 20 years through direct proximity to institutional failure, GICD is not a compliance checklist. It is a diagnostic methodology that reads institutional signal before it becomes institutional noise — or institutional collapse.
The origin date is August 12, 2012. The framework has evolved through three distinct phases: pattern recognition, formalization, and deployment.
"Degradation is local and gradual. Recovery is nonlocal and punctuated. The asymmetry is not a paradox — it is the diagnostic signal most institutions are structured to ignore."
Whether the institution's compliance infrastructure reflects genuine accountability or merely performs regulatory adherence. RI detects the gap between policy existence and policy function.
The operational health of the institution's internal systems — where processes degrade, where feedback loops break, and where dysfunction gets normalized into standard procedure.
The alignment between what the institution says it values and what its operational behavior actually rewards. CO measures the fracture between narrative and practice.
How power is held, transferred, and exercised at the top. LBS diagnoses whether leadership structures enable institutional health or structurally embed failure conditions.
The institution's capacity to detect, absorb, and respond to disruption. VCAR identifies whether crisis response is structural or performative — and whether vulnerability is visible or concealed.
Whether the institution can see forward — not just backward. PPV assesses the capacity for upstream detection and structural prevention before failure cascades become irreversible.
GICD began as a forensic framework — built to explain why institutions had already failed. Over 20 years, it became something else entirely: a predictive diagnostic that identifies failure conditions before they surface. The same methodology that reconstructed collapse now prevents it.
This is the flip. From forensic to predictive. From post-mortem to upstream. From explaining what happened to diagnosing what will.
Four service lines and three diagnostic session formats available.
The Governance of Passage is the research architecture underneath the GICD framework. Five original working papers that ask a single question most governance frameworks never reach: what happens in the space between one institutional state and another — and who controls what survives the crossing?
Each paper isolates a distinct mechanism of institutional failure. Together, they form a diagnostic layer that explains not just what is failing, but how and why the failure reproduces itself.
"Every institution undergoes transitions — leadership changes, regulatory shifts, structural reorganization. The question is not whether transition happens, but whether governance survives it."
Identifies five distinct pathologies — Vacuum, Capture, Suppression, Distortion, and Saturation — that emerge when institutions transfer power, responsibility, or identity without preserving governance integrity. Introduces the Transition Integrity Index and a formal failure sequence model.
Maps the five sequential capacities institutions need to govern transitions without losing structural coherence: Ownership Continuity, Signal Preservation, Threshold Stewardship, Friction Calibration, and Passage Repair. Introduces a six-level maturity model and the meta-capacity of Passage Learning.
Reveals how classification systems function as permission architectures — determining what gets seen, what gets resourced, and what gets structurally erased. Identifies five power functions of classification and the phenomenon of classification laundering.
Exposes the seven-step mechanism by which institutions evaluate the performance of competence rather than competence itself — creating environments where those who appear to govern are rewarded while those who actually govern are made structurally invisible. Introduces competence laundering and the compliance script.
Traces the six-stage dependency loop — comfort, orientation, legibility, surrender, internalization, authorship loss — through which institutions replace substantive governance with aesthetic reproduction. Maps how the appearance of order becomes the obstacle to actual order.
Working papers available for academic review and institutional consultation.
Four commercial service lines for organizations that need upstream governance infrastructure — plus three diagnostic session formats for practitioners and leadership teams.
Pre-transaction governance diagnostics for mergers and acquisitions. Identifies structural failure conditions, accountability gaps, and cultural fractures that standard due diligence cannot see — before the deal closes and the damage compounds.
Governance architecture for new ventures, startups, and organizational spinoffs. Builds accountability infrastructure from the ground up — so governance is structural, not aspirational, from day one.
Upstream governance diagnostics for vendor and supply chain relationships. Identifies where third-party dependencies create structural vulnerability, accountability gaps, and unmonitored failure conditions across the institutional perimeter.
Post-failure institutional analysis that reconstructs the governance conditions that produced collapse. Maps the structural sequence from degradation through failure — providing the diagnostic record organizations need for remediation, litigation, or institutional rebuilding.
Three session formats — each calibrated to where you are in understanding your institution's structural risk.
An initial diagnostic conversation to identify surface-level governance signals and determine whether a deeper institutional review is warranted. Ideal for first contact with the GICD methodology.
45 minutes Book SessionA structured working session for governance practitioners, ERM professionals, and institutional risk officers embedding GICD as an upstream integrity layer in existing frameworks.
60 minutes Book SessionA comprehensive institutional diagnostic for senior leadership. Covers structural failure conditions, accountability gaps, and upstream remediation pathways. Includes written summary.
90 minutes Book SessionFifteen published nonfiction works spanning institutional governance, workplace accountability, moral frameworks, and the structural conditions that shape how organizations — and people — fail.
Accountability, workplace dynamics, institutional culture
Ethics, moral framework, decision theory
Systems theory, institutional pathology, degradation patterns
"Just because the institution said it was okay doesn't make it right."
— Samantha King
DePaul University, Chicago, IL
AI Governance Institutional Diagnostics GICD FrameworkTallinn, Estonia
Corporate Governance Succession Without SightReading structural failure conditions before they propagate
What happens when institutions transition — and what governance survives the crossing
How institutions generate momentum by externalizing cost onto least-positioned members
Accountability frameworks for AI systems — from diagnostics to deployment
Structural conditions that suppress institutional truth-telling
Governance failure at the transition point — when institutions hand power without transferring accountability
Conferences, executive education, and institutional events welcome.
Whether you're ready for a diagnostic session, exploring speaking engagements, discussing the research, or want to learn more about GICD methodology — reach out directly.
Research inquiries, institutional consultation, and speaking requests welcome at the email above. For sensitive governance correspondence, use ProtonMail.