The hidden city
Trafficking hides in plain sight. Its digital signals do not.
Geo-CTI transforms millions of fragmented data points into structured counter trafficking intelligence.
Geo-CTI, counter trafficking intelligence by Geogentia
Entering the digital ecosystem
One advertisement is only one fragment.
A listing carries an image, an alias, a number, a market, and a date. On its own it proves nothing and helps no one.
Millions of signals
Millions of data points. One intelligence picture.
Advanced analytics identify connections, surface patterns, and prioritize potential risk indicators so trained professionals can focus where it may matter most.
Intelligence takes shape
From fragmented data to reviewable intelligence.
Fragments resolve into a graph of advertisements, aliases, contact records, images, places, and dates that an analyst can walk and contest.
Supporting law enforcement
Built to help investigators see what individual data points cannot reveal.
Authorized teams analyze large datasets, document connections, prioritize potential victim related indicators, and develop intelligence for further investigation.
Human impact
Make the invisible visible.
Technology cannot replace trained investigators, victim centered practices, or due process. It can help professionals find critical signals sooner.
The challenge
The relevant signal is never in one place.
Activity that matters to an investigation is dispersed across enormous volumes of advertisements, photographs, contact strings, stated locations, posting dates, and online identities that change deliberately and often. Any single record looks unremarkable. The pattern only appears at volume, across time, and across markets.
Analysts are not short of data. They are short of hours, and of a defensible way to decide which records deserve the next hour.
AdvertisementsImagesContact recordsStated locationsPosting datesChanging identities
Anatomy of a single fragment.
Below is a fictional listing, written for this page. It carries no real person and no real contact detail. It is here to show what an analyst actually receives, and how little one record can prove on its own.
Evening availability, city center
Sanitized placeholder description. Independent, new in town this week, flexible hours, incalls only. Travel considered for the right arrangement.
- Alias
- AVA-LUX
- Contact
- (555) 0142-8890
- Market
- Metro region, midwest United States
- Posted
- 2026-03-14 02:41 local
- Listing reference
- SIM-CLS-0007741
Image reused in 6 other listingsContact seen in 3 marketsPosting window repeats overnight
- 01ImagePerceptual hashes and visual similarity let an analyst ask where else the same photograph has appeared.
- 02Face regionFace-region comparison is treated as a lead to be checked by a person, never as an identification.
- 03Description textPhrasing, formatting habits, and repeated blocks of description text travel between postings.
- 04Contact numberNormalized contact strings connect listings that otherwise share nothing visible.
- 05AliasAliases mutate. Spelling variants and reuse patterns are tracked as one cluster of possibilities.
- 06Posting datePosting timestamps build a rhythm: which hours, which days, which gaps.
- 07LocationStated city or region, resolved to a general market rather than a precise address.
- 08Pricing languageCommercial phrasing is recorded as observed language, not as a conclusion about any person.
- 09PlatformWhich site, which section, which posting mechanism, and how that platform behaves over time.
- 10Connected identifiersAny further identifiers observed in the listing itself, carried with their source and confidence.
The Geo-CTI approach
Millions of data points. One intelligence picture.
Geo-CTI uses advanced analytics and artificial intelligence to identify connections, surface patterns, prioritize potential risk indicators, and help trained professionals focus their attention where it may matter most. The analysis supports human judgment. It does not replace it.
Analyze at Scale
Organize and evaluate millions of trafficking related data points drawn from advertisements, images, contact records, locations, and time.
Reveal Connections
Identify potential relationships among advertisements, contact details, images, locations, and behavior patterns that repeat over time.
Prioritize Review
Use explainable indicators to help analysts triage large datasets more efficiently, with the reasoning for every indicator visible.
Support Investigations
Convert findings into reviewable dashboards, timelines, maps, and intelligence reports that a person has signed off on.
Seven stages, and a person at the end of them.
Records move through the engine in a fixed order. Every stage keeps its inputs, so an analyst can walk backwards from any conclusion to the observations underneath it.
Stage 01
Data organization and enrichment
Records are normalized, deduplicated, and enriched with provenance so every field can be traced to where it came from.
Stage 02
Entity and contact resolution
Aliases and contact strings are resolved into candidate entities, with alternatives kept rather than discarded.
Stage 03
Image and advertisement comparison
Images and advertisement structures are compared for reuse across listings, markets, and time.
Stage 04
Location and temporal pattern analysis
Stated markets and posting times are analyzed for movement patterns and repeating windows of activity.
Stage 05
Network and relationship mapping
Relationships are assembled into a graph an analyst can walk, expand, and contest.
Stage 06
AI assisted risk triage
Indicators are ranked to order a review queue. Ranking is a workload decision, never a finding.
Stage 07
Analyst review and validation
A trained analyst reviews, annotates, corrects, and validates before anything becomes intelligence.
Artificial intelligence supports human judgment in this chain. It does not determine victim status, guilt, or probable cause.
Built to help investigators see what individual data points cannot reveal.
Geo-CTI gives authorized law enforcement and counter trafficking teams a structured way to analyze large datasets, document connections, prioritize potential victim related indicators, and develop intelligence for further investigation.
- National and regional intelligence map
- Advertisement and identity connections
- Timeline of observed activity
- Reused image indicators
- Location movement patterns
- AI assisted triage categories
- Analyst confidence and evidence panels
- Case notes and report generation
- Human review and audit history
Priority ReviewElevated Risk IndicatorsPossible Coercion IndicatorsPossible Age DiscrepancyRepeated Cross-Market ActivityAdditional Analyst Review Required
Every label is a prompt to look, not a determination. Amber on this site only ever means an indicator awaiting human review.
- Detect patterns
- Prioritize review
- Connect evidence
- Support investigations
Responsible intelligence
Safeguards are part of the product.
Technology cannot replace trained investigators, victim centered practices, or due process. It can help professionals find critical signals sooner. Everything below is a constraint the platform is built around, not a policy statement bolted on afterwards.
Authorized professional useGeo-CTI is provisioned only to verified law enforcement and counter trafficking organizations under written agreement.
Human review requiredNo output is treated as a finding until a trained analyst has reviewed it. The system queues work, people decide.
Explainable risk indicatorsEvery indicator states which observations produced it, so an analyst can agree, disagree, or set it aside.
Role based access controlsPermissions follow the role. Access to sensitive fields is scoped, granted deliberately, and revocable.
Complete audit trailsQueries, exports, edits, and report generation are logged, attributable, and reviewable after the fact.
Privacy conscious workflowsCollection, retention, and handling are designed to minimize exposure of personal information at every step.
Data provenance and confidence scoringEach data point carries its source and a confidence value, so weak signals are never presented as strong ones.
No automated determinationsGeo-CTI does not determine victim status, guilt, age, or probable cause. It organizes information for people who do that work.
Compliance with law and policyDeployment follows applicable law, agency policy, and the procedures of the organization operating the platform.Request an authorized demonstration.
Demonstrations are given to verified professionals only, using fictional data. We confirm your affiliation before anything is shown.
- Federal, state, tribal, and local law enforcement, plus counter trafficking task forces and authorized non governmental partners.
- Case material, victim information, or sensitive operational detail. Not in this form, and not before an agreement is in place.