DON L. GACONNET · COGNITIVE SYSTEMS ENGINEER III · T3/SECRET CLEARED

Deterministic Due Diligence & Risk Verification

I am a seasoned, security-cleared systems engineer who built a 7-step verification engine that reads hard operational telemetry outside management narratives—delivering an unambiguous STATE 1 (Cleared) or STATE 0 (Rejected) determination before capital moves.

Why Traditional Due Diligence Keeps Missing Total Collapses

Lehman Brothers. Silicon Valley Bank. WeWork. Envision Healthcare.

Every single one of them passed conventional due diligence and received clean audits right before they imploded.

The problem isn't a lack of data. It’s a broken system.

Traditional legal, financial, and commercial diligence grades the story—management projections, "synergies," compliance checklists, and consensus forecasts. Today’s enterprise AI tools only make this worse, mass-producing confident-sounding summaries that completely ignore real-world constraints.

I built the exact opposite. Here is how I operate:

Zero consulting or advisory. I don’t pitch strategies, rank options, or tell you how to fix a broken company.
No retainers. No success fees. Every engagement is a flat-fee, single-question stress test. You get an objective PASS (State 1) or FAIL (State 0)—and I have zero financial incentive to push you toward either one.
The story gets stripped at the door. Management spin, forward-looking promises, and pitch-deck excuses never enter the system. I only test hard operational data, binding contracts, actual capital footings, and physical limits.

Inside the Nova Verification Engine

The Nova Verification Engine is a rules-based stress-testing system built on 33 first-principle structural laws and calibrated against more than 400 real-world failure conditions. There is no probabilistic AI guesswork and zero room for manual overrides.

The 7-Stage Verification Pipeline

• 1. Boundary Isolation. Nova strips away promises and separates verified baseline operational capacity from contractual and capital obligations.

• 2. Titrated Stress. The engine applies controlled pressure to map baseline defenses and track where structural strain first appears.

• 3. Multi-Node Handshake Audit. Coupled teams and subsystems are tested in isolation to expose hidden contradictions and timing mismatches.

• 4. Masking Overhead Calculation. Nova isolates and prices the hidden cash, deferred maintenance, and executive bandwidth burned solely to maintain the appearance of solvency.

• 5. Adversarial Falsification. The system builds the strongest possible case for failure and directly attacks the organization's core defense.

• 6. Simultaneous Shock Simulation. Nova runs 10,000+ worst-case simulations where capital is cut in half, timelines shrink by 75%, and counterparty stress spikes by over 33% at the exact same time.

• 7. Terminal Binary Gate. All intermediate working context is wiped clean before a cold, final pass-or-fail check is applied.

Measuring Human Leadership Load

When an engagement requires evaluating human resilience alongside financial or technical data, Nova pairs with the Psychosocial Pressure Index (PPI). Built on 70,000 lines of code and calibrated across 22 million records and 28 data streams, the PPI measures whether a leadership team can actually bear the operational load without fracturing.

What You Receive: The Clearance Report

NOVA DECISION CLEARANCE REPORT

Target & Domain: Outlines the target initiative (M&A, capital allocation, or AI/system rollout) and operational domain (financial, organizational, or cybernetic), complete with a narrative audit and final determination (STATE 1: CLEARED or STATE 0: REJECTED).
If Rejected (STATE 0): Details the critical failure joint, breakdown horizon, masking overhead burned to sustain narrative, and non-negotiable structural remediations.
If Cleared (STATE 1): Outlines the certified safe operating limits and stress resilience under simultaneous boundary shocks.

Proven Track Record: Backtested Against SEC Filings

Backtested Case Summaries (SEC Filings):

Envision Healthcare (KKR) — STATE 0 (Rejected): Analyzed via Blind Read 001 (FY2017 10-K / Q2 2018 8-K); resulted in 97% value destruction and Chapter 11.
WeWork — STATE 0 (Rejected): Analyzed via S-1 (August 2019); IPO withdrawn on Day 47 with an 80%+ valuation collapse.
Tesla — STATE 1 (Cleared): Analyzed via 10-Q (August 2018); generated +$1.39B operating cash flow in Q3 2018 and retired debt with zero dilution.
Silicon Valley Bank — STATE 0 (Rejected): Analyzed via 10-K (March 2023); suffered a $42B single-day outflow and was seized by the FDIC in 40 hours.
Lehman Brothers — STATE 0 (Rejected): Analyzed via Q1/Q2 2008 10-Q; filed for Chapter 11 within ~47 trading days.
Kraft Heinz — STATE 0 (Rejected): Analyzed via FY 2017 10-K; recorded a $15.4B impairment 12 months later.
Arbor Realty Trust — STATE 0 (Rejected): Analyzed via FY 2023 10-K; dividend cut 60% and CLO book collapsed 61%.
Medical Properties Trust — STATE 0 (Rejected): Analyzed via Q3 2026 10-Q; active warning facing a terminal refinancing wall between mid-2027 and June 2028.
Active Systemic Alert (Private Equity NAV Lending, ~$100B Market) — STATE 0 (Rejected): Structural failure warning issued on private equity Net Asset Value lending facilities.

→ Inspect Forensic Blind Read 001: Full Telemetry & Reveal blind-read-001

Flat-Fee Verification Services

Every engagement is scoped as a fixed-fee, standalone verification deliverable—with zero retainers, zero hourly billing, and zero advisory upsells.

1. Post-Mortem Forensic Audit (Entry Protocol)

Best for: Investment committees, boards, and legal teams examining a failed acquisition, defaulted loan, or collapsed system.
What it does: Using only historical records and raw data—with zero staff interviews required—Nova reconstructs the exact sequence of failure. You receive a full breakdown of the root structural vulnerability, the hidden "masking overhead" burned to hide the problem, and the exact timeline of collapse.

2. Pre-Deal Structural Clearance

Best for: Private equity firms, institutional lenders, and M&A teams right before capital is committed or a major contract is signed.
What it does: A strict, pre-close stress test of the target asset or counterparty. Before wire transfers go out, you receive a binary Nova Decision Clearance Report—STATE 1 (Cleared) or STATE 0 (Rejected)—based strictly on hard operational and contractual limits. (Volume clearance packages are available for active deal teams.)

3. Executive & Team Load-Bearing Audit

Best for: Boards, acquirers, and operating partners evaluating whether a leadership team or critical unit can survive high-stakes restructuring or rapid scaling.
What it does: Instead of relying on executive interviews, personality tests, or self-reported surveys, Nova measures real operational telemetry—tracking decision-cycle delays, communication lag, and compounding error rates to determine true organizational breaking points.

4. Enterprise AI & Risk Model Stress-Testing

Best for: Chief Risk Officers, compliance leaders, and engineering teams deploying Large Language Models (LLMs) or automated decision tools in high-stakes environments.
What it does: Adversarial red-teaming of your AI pipelines and governance guardrails. Nova isolates the exact edge cases and boundary conditions where your models hallucinate confidence or issue dangerous false approvals.

Engineering Lineage & Scientific Foundation

Senior Field Service Engineering (T3/Secret Cleared). Over three decades as an independent Level III Field Service Engineer deploying and auditing mission-critical infrastructure across Fortune 500 enterprises (Walgreens, Stryker Medical, Walmart, Rivian, Axon) and high-security federal environments—including every branch of the U.S. military, DHS, TSA, Evidence.com, Multi-state Departments of Corrections, and U.S. Senate offices—under active T3/Secret federal security clearance. (No longer accepting hands-on field service engagements.) → Engineering Lineage
Originator of Structural Identity Sciences & Cognitive Due Diligence. Founder and Principal Investigator at the LifePillar Institute, with 38+ papers archived on SSRN, OSF, and Zenodo (ORCID 0009-0001-6174-8384).
Empirical Proof Against Self-Report. My published research establishes the Recursive Reliability Effect—demonstrating that executive and institutional self-assessment under structural load fails 81.4% of the time, and that overloaded systems follow an invariant six-phase collapse sequence (Borrow, Mask, Leak, Snap, Freeze, Fracture) governed by the Law of Obligated Systems. → Instrument & Methodology

Test Nova on a Deal You Already Know Failed

No pitch decks. No discovery calls. No trust required upfront.

Pick a closed, failed acquisition, defaulted loan, or collapsed initiative from your own portfolio. Strip out the company name, executive names, and industry labels. Send us the raw financial and operational tables.

If the Nova Engine reconstructs the exact failure mechanics and collapse timeline cold, we discuss live deal verification. If it doesn't, you owe nothing.

How a Blind Read Works:

Step 1 — Request NDA & Redaction Protocol. Submit your work email below to receive our mutual NDA and a 1-page checklist showing which numbers to redact and which tables to include.
Step 2 — Submit Anonymized Data. Send 12–24 months of redacted cash flow, balance sheet, covenant, and operational metrics via encrypted transfer.
Step 3 — Receive the Cold Reconstruction. Within 5 business days, you receive Nova’s unvarnished failure diagnosis—before you reveal the company's identity.