Global counterfeit trade
OECD and EUIPO estimate counterfeit and pirated goods represented up to 2.3% of global imports in 2021.
OECD/EUIPO 2025 ↗The economics of
verifiable reality.
Digital systems coordinate enormous economic value. Their weakest link is often not the record itself, but whether the person, product or authority connected to that record is real.
Trust failure is not one market.
It is a cost embedded across markets.
Counterfeit products, impersonation, compromised credentials, fraudulent payments and untrusted supply chains appear in different budgets and regulatory categories. Economically, they share a common structure: a digital claim is accepted without a sufficiently strong connection to the relevant person, object or physical event.
Physical verification cannot remove every form of fraud or cyber risk. It can, however, change the economics of selected transactions by increasing the cost of substitution, narrowing unauthorized pathways and improving the evidence available when an institution must decide whether to permit an action.
Many pathways.
One physical origin.
As intelligent action branches across institutions and machines, trustworthy execution still requires an accountable point of origin.
INTELLIGENCE / AUTONOMY / PHYSICAL REACHAs intelligence branches into more decisions, physical verification becomes a common control point.
4SI POSITION / THE INTELLIGENT AGE
OBSERVED ECONOMIC SIGNALSLoss is distributed.
Loss is distributed.
The trust problem is systemic.
These figures measure different populations and should not be added together. Read collectively, they show the scale at which identity, authenticity and authorization failures already create economic friction.
Reported internet-crime loss
The FBI received 859,532 complaints for 2024; reported losses increased 33% from 2023.
FBI IC3 2024 ↗Reported consumer fraud loss
FTC data show reported U.S. fraud losses increased 25% in 2024 while report volume remained broadly stable.
FTC 2024 ↗Cost of a data breach
IBM’s 2025 study reports the global average breach cost and identifies weak AI access controls as a material governance gap.
IBM 2025 ↗01 / THE MECHANISMWhere economic value
Where economic value
leaks from trust systems.
A verification failure becomes economically meaningful when it changes allocation: who receives access, which product enters a supply chain, what transaction executes or which component is installed.
A digital system receives an identity, credential or product record.
The record is not strongly bound to the current physical reality.
Access, payment, custody or installation proceeds.
Loss appears as fraud, recall, downtime, investigation or risk capital.
02 / ECONOMIC LENSESOne trust gap.
One trust gap.
Different balance sheets.
Select a domain to see where the cost appears, what creates the exposure and where physical verification could change a decision.
Authenticity is an
economic property.
Counterfeit goods can move the cost from lost revenue into health, liability and operational continuity.
06 / VALUE MODELValue is created when verification
Value is created when verification
changes a decision.
The economic case for a physical trust layer should be evaluated workflow by workflow, not through a universal market-size claim.
- 01
Define the loss event
Counterfeit acceptance, unauthorized access, fraudulent approval, disputed custody or untrusted maintenance.
- 02
Measure the exposed pathway
Frequency, value at risk, detectability, reversibility and downstream externalities.
- 03
Place the control
Identify the physical moment where an independent verification can change the decision.
- 04
Compare total economics
Control cost, integration burden, false decisions, avoided loss and operational value.
07 / EXPONENTIAL OUTLOOKThe honest number is
The honest number is
not yet knowable.
A single trillion-dollar claim would be false precision. The defensible conclusion is more consequential: AI lowers the cost of intelligent action, autonomy increases its frequency, and robotics gives digital authority a physical reach.
Approximate decline in the inference cost of a GPT-3.5-level system between November 2022 and October 2024, reported by Stanford’s 2025 AI Index.
Historical doubling time measured by METR for the length of software tasks frontier models complete at 50% reliability. Extrapolation remains uncertain.
Industrial robots installed worldwide in 2024 — more than twice the annual volume recorded ten years earlier, according to IFR.
THE EMBODIMENT THRESHOLDRobotics gives intelligence
Robotics gives intelligence
a body.
AI does not need to become AGI before control risk becomes physical. Once agents can instruct robots, vehicles, industrial machinery, laboratory systems or logistics infrastructure, an authorization error can propagate from software into the real world.
The relevant exposure is therefore not a single market-size figure. It is a multiplying control surface:
CONSEQUENTIAL ACTIONS×AUTONOMOUS SHARE×PHYSICAL REACH×VALUE AT RISK
As each factor grows, verification becomes infrastructure: a way to require accountable human, asset or custody authority before high-consequence execution.
Evidence first.
No inflated market arithmetic.
The cited figures describe different geographies, years, reporting systems and loss categories. They cannot be summed into a 4SI total addressable market. Reported loss also differs from total economic cost, and a verification control will address only a subset of each category.
4SI’s inference is narrower: as digital claims become cheaper to create and economic systems become more automated, the value of controls that can independently bind selected decisions to physical reality is likely to increase. The size of that value must be demonstrated through pilots, threat models and measured deployment outcomes.
PRIMARY SOURCE INDEXEvidence used in
Evidence used in
this research note.
- OECD / EUIPOMapping Global Trade in Fakes 20252025 ↗
- Federal Bureau of InvestigationInternet Crime Report 20242025 ↗
- Federal Trade CommissionConsumer Sentinel Network Data Book 20242025 ↗
- IBM / Ponemon InstituteCost of a Data Breach Report 20252025 ↗
- NISTSP 800-63A: Identity Proofing2025 ↗
- U.S. Government Accountability OfficeDOD ICT Supply Chain Risk Management2023 ↗
- World Bank GroupGlobal Digital Public Infrastructure Program2026 ↗
- Stanford HAIAI Index Report 20252025 ↗
- METRMeasuring AI Ability to Complete Long Tasks2025 ↗
- International Federation of RoboticsGlobal Robot Demand in Factories Doubles Over 10 Years2025 ↗
- International Monetary FundAI Will Transform the Global Economy2024 ↗
Bring us one
measurable exposure.
Work with 4SI to define the loss event, exposed pathway, physical control point and evidence required to judge the economics.