The $8.5 Trillion Problem

AI Trust Debt is Accumulating. Every Second. Invisibly.

Global AI Trust Debt

$8.5T

$8,547,623,000,000

+$2.7M/second

Every unscored AI system accumulates invisible trust debt through drift, misalignment, and blind spots. This compounds until catastrophic failure or market exclusion.

Calculate Your Share

* Based on $500B AI market with 0.3% daily drift rate compounded across unscored systems

Search Complexity Calculator

See how the (c/t)^n formula transforms search complexity across industries

Selection Efficiency = (c/t)^n

c = chosen items | t = total items | n = independent dimensions

Real-World Scenario:

A patient presents with fever, cough, fatigue, and headache. Doctor must consider 10,000 possible conditions.

Current Pain: Average diagnosis takes 3-4 visits, 30% misdiagnosis rate on first visit.

Total Items (t)

10.0K

Chosen Items (c)

5

Dimensions (n)

8

Search Complexity Results

Selection Efficiency

3.91e-27

Search Reduction

256000000000.0Qx

Search Space

100000000000000000.0Q

Time to Search

milliseconds

Search Efficiency (log scale)

With FIM/Unity Principle:

Semantic organization reduces to 5 key pathways, 95% accuracy on first visit.

Why This Formula Matters

The formula (c/t)^n reveals a fundamental truth about information complexity:

• Linear growth (n=1): Traditional search through flat lists
• Exponential reduction (n>1): Each dimension multiplies efficiency
• The paradox: More organization (higher n) makes search exponentially easier

Real impact: When medical symptoms are organized into 8 independent dimensions (body system, severity, timing, etc.), finding the right diagnosis among 10,000 possibilities becomes 10^8 times more efficient. That's the difference between 3 hours and 3 seconds.

The Unity Principle ensures these dimensions stay truly independent (orthogonal), preventing the efficiency collapse that happens when categories overlap or interfere.

See how this transforms into Trust Debt for AI systems

Calculate Trust Debt Learn About FIM

What is Trust Debt?

Just as technical debt accumulates when you skip proper coding practices, trust debt accumulates when AI systems operate without integrity measurement.

Every day your AI runs without FIM scoring, it drifts further from its intended purpose. This drift is invisible—until catastrophic failure makes it undeniable.

The cruel irony: By the time you can see trust debt, it's too late to fix it cheaply.

The Trust Debt Formula

Trust Debt = ∫(1 - I²) × δᵥ × Market_Exposure dt

I² = Intent Integrity (0-100)
How aligned is your AI with its purpose?
δᵥ = Drift Velocity
How fast is misalignment growing?
Market_Exposure = Revenue at Risk
What's the cost when it fails?

Trust Debt Compounds Like Credit Card Interest

Day 1

"The AI seems fine"

0.3% drift

Day 30

"Something feels off but metrics look OK"

9.4% drift

Day 90

"Catastrophic failure. $10M loss."

31% drift

The Perfect Storm Making This Inevitable

Insurance Crisis

Lloyd's considering "no coverage for unscored AI" by 2026

Regulatory Pressure

EU AI Act requires "appropriate measures" - FIM qualifies

Market Reality

Weekly AI failures proving drift is real and costly

Solution Ready

FIM technology proven with 474 successful deployments

You Have Two Choices

Path A: Ignore It

Trust debt compounds daily
Insurance becomes impossible
Regulatory penalties accumulate
Catastrophic failure inevitable

Path B: Score It

Know your exact trust position
Insurance discounts immediate
Regulatory compliance built-in
Build trust equity daily

Calculate Your Trust Debt Now

Free assessment. No obligation. Know your number in 60 seconds.