● Platform vision
One governed path from report to prediction.
A research concept for building governed case knowledge with Knolo, investigating cross-report patterns, and evaluating responsible fraud-prevention methods. Public intake is closed and the concept is not generally available.
01Private intake
02Knolo intelligence
03Predictive API
CCRNetKNOWLEDGE NETWORK
REPORTINVESTIGATEPREDICTINTERACTIVE PRODUCT CONCEPT
See how the workspace comes together.
This prototype illustrates the intended workflow and information architecture. It does not process or retain submitted information.
INTELLIGENCE WORKSPACE
Overview
Emerging signalsLast 30 days
80604020
Account takeover Payment diversion
Review queue
⌁
Wallet reuse8 reports
HIGH⌁
Shared domain cluster5 reports
MEDIUM⌁
Device fingerprint3 reports
MEDIUMTHREAT INTELLIGENCE COLLECTION
See criminal infrastructure beyond submitted reports.
CCRNet organizes lawfully accessible intelligence from the dark web, Telegram, illicit marketplaces, forums, and other high-risk channels where cybercrime is advertised, coordinated, or discussed. That external intelligence can enrich private reports without erasing where a signal came from.
Collect with boundaries.Collection is limited by authorization, applicable law, platform terms, data-minimization rules, and documented research purposes. CCRNet does not purchase illegal material, participate in criminal activity, or treat an online claim as proof.
OBSERVE
Monitor approved sources
Capture relevant posts, aliases, infrastructure, listings, and timestamps from authorized collection targets.
ORGANIZE
Build provenance-rich knowledge
Normalize entities into Knolo packs while retaining source, collection time, confidence, and handling restrictions.
LEARN
Train and evaluate models
Create governed datasets for pattern discovery, fraud prediction, model testing, and human-reviewed connections.
MISSION-ALIGNED ACCESS
Public benefit at every level.
Future access would be based on purpose, qualification, governance, and available support—not only purchasing power.
Learn
Free educational resources and peer-support pathways for people affected by fraud.
- Safety guidance
- Fraud typologies
- Public trend reports
Study
Qualified access and support for researchers, nonprofits, journalists, victim-support groups, and under-resourced public agencies.
- Free or subsidized access
- Educational datasets
- Technical assistance
- Documented safeguards
Sustain
Paid, governed deployments and support may help sustain the foundation’s charitable programs.
- Isolated Knolo packs
- Audit and permissions
- Evaluated integrations
- Mission-supporting revenue
Designed for responsible use.
Predictions surface risk patterns for qualified human review. They are not findings of wrongdoing, credit decisions, or autonomous enforcement actions.