Child trafficking is the problem. This is the solution.
Traffickers succeed 90% of the time. This strategy flips the odds.
“We don’t need to arrest every trafficker. We need to make trafficking so difficult, so expensive, and so risky that the market collapses under its own friction.”
— Nic McKinley, DeliverFund
The Problem
Human trafficking is a multi-billion dollar industry operating in plain sight. Law enforcement, working alone, cannot close this gap, the math simply doesn’t work.
Why Law Enforcement Alone Cannot Win
Under 10% interdiction rate — law enforcement disrupts only 1–10% of trafficking operations
Cost prohibitive — adequate staffing would require 43,211 additional officers at $3.67 billion annually
Requires court and prosecution expansion of 25% or more to handle increased caseloads
Can lead to misguided policing, including charging victims rather than traffickers
Criminals adapt to single-point enforcement — one hurdle is easy to circumvent
Low probability of apprehension undermines deterrence even with severe penalties
According to the National Center for Missing and Exploited Children there was an 846% increase in child trafficking reports between 2010 and 2015.
Ten Points of Disruption
Every trafficking operation requires completing 10 sequential transactions. Disrupting any one link collapses the chain. Disrupt all 10 simultaneously, and the math turns catastrophic for the trafficker.
Market Opportunity
Identifying a potential market or victim is the very first step in any trafficking operation. Traffickers systematically identify vulnerable populations — runaways, foster youth, migrants, the economically desperate — using digital tools that assess targets at scale.
Telecom and technology companies sit at the gateway of this first transaction. Data and AI can detect the behavioral signatures traffickers use to identify markets and victims before exploitation begins, transforming passive infrastructure into an active early warning system.
Recruitment
Luring or recruiting victims is the second critical transaction. Traffickers exploit social media platforms, dating apps, and messaging services to build trust with targets, often posing as romantic partners, employers, or benefactors. The digital landscape has made recruitment faster, cheaper, and more anonymous than ever.
A major social media company worked with DeliverFund data for three months to develop machine learning models capable of detecting recruitment patterns at scale, proving that platforms can be active partners in disruption.
Control
Maintaining control over victims is the mechanism that sustains trafficking operations. Traffickers use debt bondage, psychological manipulation, confiscation of documents, isolation, and digital surveillance of victims to maintain dominance.
Telecom infrastructure and regulatory frameworks can disrupt control mechanisms. Detecting patterns of digital isolation, identifying isolation signals, and creating safe reporting channels accessible to victims even under surveillance is achievable with existing technology.
Advertisement
Advertising the illicit service or product is how traffickers connect supply to demand. Classified ads, adult services sites, and online marketplaces serve as storefronts. The 2018 Backpage.com takedown demonstrated that removing the dominant advertising platform can force traffickers to diversify, increasing their friction and operational costs.
DeliverFund’s ML classifiers have achieved 94% accuracy in identifying trafficking-associated advertisements across adult services platforms, processing in hours what would require weeks of human analyst time.
Communication
Communicating with potential buyers is the transaction that connects the trafficker’s supply to criminal demand. Burner phones, encrypted messaging apps, and anonymous communication platforms enable traffickers to negotiate, schedule, and coordinate logistics without exposure.
Every communication creates metadata — even encrypted channels generate patterns of timing, frequency, and network connections. AI-driven analysis of communication metadata (not content) can identify trafficking communications at scale within existing legal frameworks.
Transport
Physically transporting victims or contraband is the logistical backbone of trafficking. Victims are moved across cities and borders using commercial airlines, ride-share services, bus lines, and private vehicles. These movements leave digital traces that reveal operational patterns when analyzed.
Transportation companies are uniquely positioned as disruption partners. Flight booking patterns, ride-share records, and hotel check-in correlations can identify active trafficking routes with high precision. The Truckers Against Trafficking network demonstrates how professional networks can become distributed detection systems.
Service Provision
Delivering the illicit service to a buyer requires a physical venue — hotels, motels, short-term rentals, and other establishments serve as the operational point of sale. The hospitality industry is simultaneously the most exposed and most tractable partner for disruption.
Airbnb’s Trust and Safety Advisory Coalition demonstrates that voluntary platform agreements can create industry-wide disruption capacity. When an entire industry sector adopts unified reporting protocols, traffickers lose access to the physical infrastructure they depend on. Over 7 million hosts are now participating.
Payment
Transferring funds from buyer to trafficker is the commercial engine of the operation. Whether through cash, cryptocurrency, or payment processors, every transaction leaves a forensic trail. Financial flows are the circulatory system of trafficking networks — and the most powerful lever for disruption.
BAE Systems found that 69% of U.S. financial institutions had encountered potential trafficking, yet most lacked the training for recognizing the signs. The gap between exposure and capability represents a massive opportunity for targeted intervention.
Banking
Depositing or laundering proceeds through financial systems is how traffickers convert criminal revenue into usable wealth. Money laundering through legitimate institutions, shell companies, and fintech platforms allows traffickers to integrate criminal funds into the mainstream economy undetected.
FinCEN’s 2020 advisory expanded guidelines for spotting trafficking-related financial activity, but voluntary compliance has been insufficient. AI-powered anomaly detection can flag laundering patterns — irregular cash deposits, structuring, and cycling — at a scale no compliance team can match manually.
Legal Compliance
Any attempt to evade legal scrutiny is the final transaction in the chain. Traffickers invest significantly in evading law enforcement, using shell identities, corrupting officials, exploiting jurisdictional gaps across 17,000+ agencies, and leveraging legal complexity to delay prosecution.
This is the one point where traditional enforcement already places a hurdle — but with under 10% interdiction rates, that single hurdle is woefully insufficient. The 10-point strategy transforms legal compliance from a single weak gate into the final layer of a comprehensive system.
The Math
When a trafficker must complete 10 sequential transactions and each has an independent disruption probability, the compound probability of complete success collapses rapidly.
Compound Probability Formula
P(success) = ∏i=110 (1 − di)
Where di is the disruption probability at each point. Independent disruption events multiply against each other.
Compound Probability
A 30% disruption rate at each of 10 points yields only a 2.8% chance of trafficker success. Independent disruption events multiply against each other.
Rising Marginal Cost
Each additional disruption point doesn’t just reduce success odds — it forces traffickers to spend more resources navigating each transaction, compressing margins.
Network Disruption
Removing high-centrality nodes from trafficking networks doesn’t just disrupt individual routes — it collapses coordination capacity across the entire network.
Deterrence Economics
When the expected value of trafficking drops below the opportunity cost of legitimate employment, rational actors exit the market — reducing the supply of traffickers.
A Strategy Forged in Combat
This strategy was not developed in an academic setting. It emerged from direct engagement with terrorist networks and the application of intelligence community methodologies to civilian criminal enterprises.
“In combat, we didn’t wait for the enemy to attack. We mapped their network, identified their logistics, and systematically dismantled their operational capability before they could operate. Trafficking networks are not different from insurgent networks. They require the same systematic disruption methodology.”
— Nic McKinley, Founder, DeliverFund
The Evidence
This is not theoretical. This multi-sector disruption strategy has already produced documented results. Each example demonstrates a component of the 10-point strategy working in isolation — imagine the results when they work simultaneously.
Trafficking Rings Uncovered
DeliverFund partnered with a southeastern U.S. bank and uncovered 21 human trafficking rings using the bank’s financial infrastructure. The bank filed Suspicious Activity Reports on all identified networks, demonstrating the power of financial sector partnership.
Machine Learning Accuracy
DeliverFund’s ML classifiers achieved 94% accuracy identifying trafficking-associated advertisements across adult services platforms, processing in hours what would require weeks of human analyst time.
Backpage Shutdown Impact
The federal shutdown of Backpage.com, the nation’s largest online trafficking marketplace, caused an immediate and measurable reduction in trafficking recruitment activity. Within 30 days, sex trafficking reports to the National Human Trafficking Hotline decreased significantly.
Airbnb Anti-Trafficking Coalition
Airbnb’s voluntary anti-trafficking coalition — integrating training, detection tools, and reporting protocols across millions of hosts — demonstrates how platform-scale voluntary action can create industry-wide disruption capacity without regulatory mandate.
“The question has never been whether this approach works. The mathematics and evidence are clear. The only remaining question is whether we have the societal will and cross-sector coordination to scale it.”
— Nic McKinley
Addressing the Counterarguments
“Criminals will just adapt — it’s like squeezing a balloon.”
With 10 simultaneous disruption points, there is no single avenue to squeeze toward. Every adaptation forces traffickers to invest in new infrastructure and navigate new friction, compressing margins and increasing exposure with each pivot.
“This places too much burden on industry.”
Companies are already motivated by regulatory risk, reputational exposure, and dedicated trust and safety teams. The 10-point strategy aligns corporate incentives with disruption outcomes — it doesn’t create new burdens, it channels existing ones.
“Spreading resources across 10 points dilutes effectiveness.”
Diversified disruption creates resilience, not dilution. A single-point enforcement strategy is a single point of failure. Distributing effort across 10 points means traffickers cannot optimize against any one barrier — and the compound math works in our favor.
“What about privacy and civil liberties?”
The strategy operates within existing legal frameworks, focusing on public data and legally monitored domains. Anonymized metadata analysis — not content surveillance — drives the intelligence pipeline. Privacy-preserving architectures like FinCEN’s SAR system prove this model works at scale.
The House Finally Has the Odds
“Every trafficking operation depends on 10 transactions going right. We only need to disrupt one to save a life — but when we disrupt all 10, we don’t just rescue victims. We collapse the entire enterprise.”
— Nic McKinley, DeliverFund
Download the Full Paper
Get the complete 23-page strategy paper — “Closing Pandora’s Box: A 10-Point Strategy to Systematically Collapse Illicit Trafficking Networks” — by Nic McKinley.
Frequently Asked Questions
How prevalent is child sex trafficking in the United States?
Child sex trafficking occurs in every U.S. state and is significantly underreported. According to NCMEC, there was an 846% increase in child trafficking reports between 2010 and 2015. The Polaris Project has documented over 82,000 situations of human trafficking through the National Hotline since 2007. Globally, an estimated 40 million people are trapped in modern slavery.
What is the 10 Points of Disruption framework?
The 10 Points of Disruption is a strategy developed by Nic McKinley that maps every sequential transaction a trafficking operation must complete — from identifying a victim to laundering the proceeds. By engaging private-sector partners across telecom, social media, transportation, hospitality, and finance at each of these 10 points simultaneously, the compound probability of trafficker success collapses from 90% to under 2%.
Why can’t law enforcement solve this alone?
Law enforcement currently disrupts fewer than 10% of trafficking operations. To adequately staff a reactive law enforcement solution would require 43,211 additional officers at a cost of $3.67 billion annually — before accounting for the 25%+ expansion of courts and prosecution needed to handle increased caseloads. Single-point enforcement is also easy for criminals to adapt around. The 10-point strategy creates a system that cannot be optimized against.
How does the compound probability model work?
Every trafficking operation must successfully complete 10 sequential transactions. If each transaction has an independent disruption probability, the compound probability of the trafficker succeeding at all 10 diminishes exponentially. At just 30% disruption per point, the trafficker failure rate reaches 97.2%. Even a modest 20% disruption per point yields an 89.3% cumulative disruption probability — at a fraction of the cost of reactive law enforcement.
Who is Nic McKinley and what qualifies him to address this problem?
Nic McKinley is a former CIA Officer, U.S. Air Force Pararescueman with 30 combat deployments, Harvard graduate, and 3X tech founder who has deployed more than $33M in capital across tier-one VC-backed intelligence technology ventures. He founded DeliverFund, the first intelligence-driven counter-trafficking organization, and has testified before the U.S. Congressional Helsinki Commission.
How is counter-trafficking technology funded?
DeliverFund operates as a nonprofit funded through individual donors, corporate partnerships, and foundation grants. The technology ventures built around this framework — TenPoint Data and related entities — are funded through private capital, including tier-one VC backing. Government contracts represent a significant growth opportunity as federal and state agencies expand counter-trafficking mandates.
How can companies get involved?
Companies across telecom, social media, financial services, transportation, and hospitality can engage at any of the 10 disruption points most relevant to their industry. Engagement ranges from integrating detection APIs, joining voluntary coalitions, filing SARs, or funding research. Contact Nic McKinley directly to explore how your sector can participate.
Where can I read the full strategy paper?
The complete 23-page strategy paper — “Closing Pandora’s Box: A 10-Point Strategy to Systematically Collapse Illicit Trafficking Networks” — is available upon request. Use the form above or visit tenpoints.deliverfund.ai to request a copy.
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