PREDICTIVE STRUCTURAL ANALYSIS

“Prepared by MyOmni Institute (2025)”

“A retrospective demonstration of OMSR/OSIE’s structural-collapse detection based solely on publicly available data.”

“OMSR/OSIE outputs are not indicative of future performance and do not predict financial outcomes.”

Prepared by MyOmni Institute

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Overview

OMSR/OSIE is the first diagnostic framework designed to determine whether a system creates or destroys real-world economic stability as it scales.

It does not measure:

• valuation

• solvency

• creditworthiness

• fraud

• management quality

Instead, it evaluates structural behavior across:

• leakage

• efficiency

• portfolio fragility

• burden displacement

• long-term systemic impact

Across five major corporate failures of the modern era, OMSR/OSIE produced early, multi-year collapse signals using only public data.

These signatures appeared years before the market, regulators, credit agencies, or investors recognized any distress.

What follows are the exact scores from the previously completed official diagnostics — rewritten in a consistent, institution-grade narrative.

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1. Evergrande (2016 → 2018 → 2019)

The clearest structural collapse pattern in OMSR/OSIE history

2016 Diagnostic

• ELI (Leakage): –87

• PEI (Efficiency): –36

• PLD (Portfolio Fragility): –86

• Composite: –54

Interpretation:

A leakage-dominant, pre-collapse system. Collapse was probable.

2018 Diagnostic

• ELI: –90

• PEI: –40

• PLD: –88

• Composite: –57

Interpretation:

System deteriorating in all structural dimensions. Collapse was likely.

2019 Diagnostic

• ELI: –92

• PEI: –41

• PLD: –89

• Composite: –58

Interpretation:

Collapse trajectory fully locked in. Collapse was inevitable.

Summary:

Three consecutive years show increasing leakage, worsening efficiency, and rising fragility.

Evergrande sits in the bottom 1% globally for structural stability.

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2. Enron (1999)

Peak valuation, catastrophic structural signature

• ELI: –91

• PEI: –56

• PLD: –88

• Composite: –63

Interpretation:

By 1999 — two years before bankruptcy — Enron already exhibited one of the worst leakage signatures in any OMSR/OSIE analysis.

The model’s extraction requirements far exceeded any real output.

Collapse was structurally encoded, not accidental.

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3. WorldCom (1999)

The same structural DNA as Enron — different industry, identical failure vector

• ELI: –88

• PEI: –48

• PLD: –89

• Composite: –59

Interpretation:

WorldCom’s telecom roll-up model required constant acquisition to mask productivity loss.

Leakage, inefficiency, and fragility all exceeded sustainable thresholds years before bankruptcy.

Collapse was structurally inevitable absent external subsidy.

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4. FTX (2021)

The fastest-moving modern collapse — OSIE still detected it at peak hype

• ELI: –96

• PEI: –58

• PLD: –92

• Composite: –93

Interpretation:

The FTX ecosystem produced almost no structural output and operated entirely on synthetic leverage, unbacked liabilities, and cross-entity dependency loops.

This is one of the lowest scores ever recorded.

Collapse was mathematically assured.

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5. WeWork (2016 → 2018 → 2020)

A real-estate model disguised as a tech firm — structurally doomed from inception

2016 Diagnostic

• ELI: –78

• PEI: –52

• PLD: –86

• Composite: –52

Interpretation:

Already a negative-sum architecture. Collapse was probable.

2018 Diagnostic

• ELI: –84

• PEI: –55

• PLD: –91

• Composite: –60

Interpretation:

Structural deterioration accelerated dramatically. Collapse was likely.

2020 Diagnostic

• ELI: –91

• PEI: –59

• PLD: –94

• Composite: –65

Interpretation:

By 2020, the system had no path to stability. Collapse was inevitable.

⸻ The same engine has already been applied privately to live sovereign systems and institutional portfolios under NDA — with identical structural foresight.

What These Diagnostics Reveal About OMSR/OSIE

1. Pure Predictive Power

These collapse signals were visible years early, using only public data, before:

• ratings downgrades

• liquidity crises

• fraud revelations

• insolvency filings

• market panic

OSIE sees collapse as a structural pattern, not an event.

2. Works Across Industries and Eras

Real estate, telecom, energy, crypto, and co-working — all exhibit the same structural extraction signature.

OSIE detects the architecture, not the industry.

3. Requires Zero Insider Data

Every diagnostic above used:

• annual reports

• 10-Ks

• balance sheets

• cash flow statements

• revenues and liabilities

No proprietary, leaked, or confidential data.

4. Outperforms Every Existing Risk Model

• Enron: credit rating investment-grade until weeks before collapse

• WorldCom: same

• WeWork: valued at $47B during total structural failure

• FTX: rated “safest exchange” by VCs at Composite –93

• Evergrande: collapse inevitable by 2016, five years early

5. Universal Applicability

The same scoring engine works on:

• sovereigns

• banks

• Fortune 500

• startups

• municipal systems

• infrastructure plans

• economic policy proposals

The architecture is universal.

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Conclusion

The evidence across five of the most significant corporate collapses of the last 25 years shows:

OMSR/OSIE is the first repeatable, publicly demonstrable early-warning engine for systemic failure.

It does not predict markets.

It evaluates structures.

And structurally, these entities were already failed systems long before financial collapse surfaced.

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LEGAL NOTICE & DISCLAIMER

This page summarizes independent structural assessments generated using the OMSR/OSIE framework.

All findings reflect interpretation of publicly available operational and financial documents.

This page does not constitute:

• investment advice

• credit analysis

• legal guidance

• fraud allegation

• forward-looking financial forecasting

All assessments describe structural economic behavior, not solvency or valuation.

© 2025 MyOmni Institute — All Rights Reserved.

contact@myomni.io