What Does Your Platform Actually Detect? We Published Ours.
DigitalStakeout classifies public content or your data into more than 1,400 specific events, emerging signals, and impacts across 21 classification domains. Browse representative coverage below.
Online Risk Classification Taxonomy
An online risk classification taxonomy organizes unstructured content into specific events, signals, and impacts. DigitalStakeout's model spans 21 classification domains and more than 1,400 scenarios affecting products, customers, workforce, security, operations, legal exposure, reputation, and regional risk.
21
Risk Domains
1,400+
Risk Scenarios
40+
Languages
Real Time
Classification Speed
Live Classification Preview
See the Taxonomy in Action
Every item is evaluated for a specific domain and risk scenario. The preview shows how raw content becomes structured intelligence.
“Customer reports a recalled infant product was still displayed for sale at a local store this morning.”
Browse All Risk Domains
Explore representative scenarios across the full organizational risk surface. Product Risk and Workforce Risk are now first-class parts of the model.
Product Risk
Product, service, customer, quality, safety, pricing, and fulfillment risk
+2 more scenarios →
Workforce Risk
Labor, staffing, employee conduct, safety, compensation, and culture risk
+2 more scenarios →
Physical Security
Threats to physical assets, personnel, executives, and facilities
+2 more scenarios →
Cyber Security
Threats to digital assets, data, accounts, systems, and infrastructure
+2 more scenarios →
Legal Events
Litigation, regulatory action, compliance, licensing, and governance events
+2 more scenarios →
Reputation Management
Brand narratives, public criticism, misinformation, and stakeholder pressure
+2 more scenarios →
Operational Disruptions
Business interruption, service failure, supply chain, and third-party disruption
+2 more scenarios →
Public Safety
Emergencies, accidents, hazards, and threats to community safety
+2 more scenarios →
Privacy Exposures
Personal data, location, identity, surveillance, and sensitive information exposure
+2 more scenarios →
Public Health Events
Disease, contamination, biohazards, and community health events
+2 more scenarios →
Environmental Hazards
Natural hazards, climate events, pollution, and environmental conditions
+2 more scenarios →
Infrastructure Risk
Critical sector, utility, communications, transportation, and system disruption
+2 more scenarios →
Technology Outages
Technology service failures without a confirmed malicious attack
+2 more scenarios →
AI Risk
Risk originating from AI systems, agents, models, outputs, or AI-enabled abuse
+2 more scenarios →
Crime
Criminal activity, fraud, theft, violence, trafficking, and organized crime
+2 more scenarios →
Societal Volatility
Protests, activism, hate, social instability, and collective pressure
+2 more scenarios →
Geopolitical Impacts
Nation-state actions, sanctions, political instability, and cross-border pressure
+2 more scenarios →
Economic Influences
Financial markets, liquidity, insolvency, layoffs, and macroeconomic pressure
+2 more scenarios →
Military Activity
Armed conflict, military escalation, weapons activity, and defense operations
+2 more scenarios →
Narcotics
Illegal drug activity, substance misuse, trafficking, and related public risk
+2 more scenarios →
Other Signals
Relevant content that does not yet fit a more specific risk scenario
+2 more scenarios →
Why We Publish Our Taxonomy
Most threat intelligence vendors describe their coverage with vague promises — "comprehensive monitoring," "full spectrum visibility," "deep coverage." But they never show you what they actually detect.
DigitalStakeout publishes the complete classification taxonomy because buyers deserve to verify coverage against their actual risk profile before making a purchasing decision.
Every scenario listed in this taxonomy is a live DARIA classifier running in production today. Not a roadmap. Not aspirational. When we say more than 1,400 scenarios across 21 classification domains, the public atlas provides the proof.
The Taxonomy Transparency Test
Before choosing any threat intelligence platform, ask these questions:
Can you show me your classification taxonomy? If they can't publish what they detect, how do you verify coverage?
How many risk domains do you cover? Risk extends beyond cyber into products, customers, workforce, physical safety, legal exposure, operations, reputation, and regional disruption.
Are these classifiers live or on a roadmap? Vendor roadmaps are promises. Published taxonomies are commitments you can verify.
Do you publish your pricing too? Transparency in detection taxonomy and pricing signals confidence in the product.
Risk Intelligence Beyond Security Teams
The taxonomy reveals why DigitalStakeout serves teams far beyond traditional security operations. Every risk domain maps to professionals who need that intelligence.
| Risk Domain | Sample Scenarios | Who Needs This |
|---|---|---|
| Physical Security | Bomb threats, workplace violence, site intrusions | Corporate security, facilities, campus safety |
| Cyber Risk | Data breaches, ransomware, phishing, DDoS | CISOs, SOC teams, managed security providers |
| Environmental Risk | Natural disasters, chemical spills, climate events | Supply chain, business continuity, ESG teams |
| Legal Risk | Regulatory changes, sanctions, enforcement actions | Legal, GRC, trade compliance officers |
| Public Health Risk | Disease outbreaks, biohazards, health advisories | HR, workplace safety, travel risk managers |
| Reputation Risk | Brand crises, boycotts, executive scandals | Comms, PR, marketing, investor relations |
| Geopolitical Risk | Sanctions, diplomatic shifts, trade disruptions | International ops, investment, procurement |
| Economic Risk | Market volatility, labor strikes, supply chain failures | Finance, treasury, procurement leaders |
| Crime Risk | Fraud, organized crime, cybercrime, violent crime | Investigators, law enforcement, fraud teams |
Plus Societal Risk, Public Safety, and Military Risk domains. See the full platform →
Threat Taxonomy FAQ
Which Risk Domains Matter Most to Your Operations?
Browse the taxonomy, pick the domains that match your risk profile, and we'll show you DARIA monitoring those scenarios live.