Market Research Solutions for MyOmni
Structural Diagnostics for Modern Systems Prepared by MyOmni Institute myomni.io
OMSR/OSIE FRAMEWORK
The Structural Intelligence Standard
OMSR/OSIE is the first diagnostic framework designed to measure whether modern economic systems heal or harm the broader economy as they scale.
It evaluates systems not by financial performance, but by:
- how much economic burden they create or remove,
- how efficiently they convert resources into real-world output,
- and how their growth affects systemic fragility or stability.
This framework is used to assess corporations, industries, governments, and digital infrastructures across four structural layers:
Operational, Social, Industrial, and Economic.
What OMSR/OSIE Measures
OMSR and OSIE are complementary structural-analysis frameworks that evaluate how systems affect real-world economic stability—not stock prices, investor returns, or market sentiment.
They measure:
- logistics burden
- administrative overhead
- risk displacement
- resource conversion
- scaling behavior
- fragility amplification
- net capacity added or extracted
These frameworks reveal whether a system is regenerative, neutral, or extractive.
OSIE — Operational, Social, Industrial, Economic Index
OSIE evaluates a system across four structural layers:
Operational Layer (O)
Measures:
- routing density
- burn-rate pressure
- contractor dependence
- logistical friction
- supply-chain stress
Negative results indicate that operational expansion increases total system burden.
Social Layer (S)
Assesses:
- behavioral dependencies
- reliance on frictionless services
- time-displacement
- household fragility
- outsourcing patterns
Shows whether a system strengthens or weakens social resilience.
Industrial Layer (I)
Examines alignment with:
- infrastructure
- energy capacity
- physical output
- manufacturing/logistics readiness
Negative scores indicate digital demand growing faster than industrial capacity.
Economic Layer (E)
Measures:
- fee structures
- cross-subsidies
- inflation pass-through
- capital recycling
- ecosystem distortion
Shows whether the system redistributes cost or produces net value.
OMSR — Output, Model, Stability, Risk Index
OMSR captures the structural behavior of a system:
Output (O)
Evaluates how efficiently a system converts:
- capital → real output
- labor → delivered value
- logistics → fulfillment
Inefficiency reveals embedded friction or waste.
Model (M)
Assesses:
- model coherence
- circular dependencies
- subsidy reliance
- administrative overhead
- portfolio architecture
Extractive models score lower; regenerative models score higher.
Stability (S)
Measures:
- fragility
- counter-party risk
- exposure concentration
- volatility sensitivity
Low stability indicates systems that cannot withstand macro stress.
Risk (R)
Evaluates:
- hidden liabilities
- off-balance-sheet exposure
- systemic contagion
- multi-sector risk displacement
High negative R = high systemic danger.
How the Indices Work Together
The following scoring bands provide a public interpretation of the OSIE composite (−100 to +100).
OSIE reveals the burden a system places on the world.
OMSR reveals how the system behaves structurally.
Together, they identify:
- extractive vs. regenerative systems
- structural leakage
- fragility amplification nodes
- collapse-risk entities
- long-term economic impact
The public composite score (−100 to +100) is a proprietary weighted blend of ELI, PEI, and PLD, calibrated against historical regenerative and extractive benchmarks (e.g., Toyota Production System, 2008 financial-crisis nodes).
Index Definitions
ELI — External Leakage Index
Measures economic burden displaced onto:
- households
- municipalities
- banks
- supply chains
High negative ELI = structural extraction.
PEI — Productive Efficiency Index
Measures:
- output efficiency
- delivery consistency
- innovation density
- resource utilization
Low PEI = waste-driven or speculative models.
PLD — Portfolio Leakage Density
Measures:
- concentration risk
- correlated exposures
- contagion potential
Low PLD = portfolio architecture that amplifies system fragility.
Composite OSIE Score
A single structural-health indicator blending ELI, PEI, and PLD.
Composite Score Bands (Public Reference Table)
Score Range Classification Structural Interpretation
+60 to +100 Regenerative System Adds net capacity; strengthens economy as it scales.
+20 to +59 Positive Contributor Minor leakage, net positive structural impact.
Reference table current as of November 2025 — subject to periodic recalibration based on new structural benchmarks
–19 to +19 Neutral / Balanced Friction roughly equals contribution.
–20 to –59 Extractive System Burdens infrastructure & households; increases fragility.
–60 to –100 Severe Extractor / Risk Node High leakage, systemic fragility, collapse-risk behavior.