The Dark Night Project
“Earlier visibility changes how catastrophic risk is modeled, priced, and reserved against.”
Intent Signal Acquisition
DKP detects indicators of potential risk based on lawful intent signals.
Threat Assessment
Advanced models evaluate risk and assign an internal threat level.
All processing is performed using privacy-preserving, anonymized device signals and does not identify individuals.
HOW IT WORKS
Device-Level Observation
Relevant device behavior is observed during normal interaction with online properties.
Location-Aware Escalation
Risk is escalated when devices approach protected environments.
Signal Correlation
Intent and device signals are correlated to establish contextual risk.
Alerting & Response
Security teams are notified in near real time to enable pre-incident response.
Industries
Government & National Security
Public Safety · OSINT · Threat Analysis · Intelligence Support
DKP aggregates open-source, first-party digital intent signals to support early threat identification and analytical workflows prior to formal investigation or warrants.
Trust & Safety Platforms
Marketplaces · Social Platforms · Abuse Prevention · Coordinated Harm
DKP identifies malicious coordination and preparatory behavior before policy violations or platform abuse occurs.
Healthcare & Benefits Integrity
Claims Abuse · Provider Fraud · Benefits Manipulation
DKP enables upstream risk detection in regulated environments using privacy-preserving, identity-optional signals.
E-Commerce & Marketplaces
Buyer & Seller Abuse · Returns Fraud · Review Manipulation · Cross-Account Coordination
DKP detects research and rehearsal behavior associated with abuse patterns ahead of transactional activity.
Physical Security & Public Safety
Events · Venues · Critical Locations · Transportation Hubs
DKP detects intent signals before arrival, supplying advisory intelligence to physical security teams when proximity or enforcement systems engage downstream.
Insurance & Reinsurance
Tail Risk · Loss Prediction · Advisory Signals · Portfolio Risk Compression
DKP provides upstream risk emergence signals that support underwriting, claims triage, and loss-prevention strategies without requiring identity resolution.
Cybersecurity
Reconnaissance · Insider Threat · Ransomware Staging · Credential Harvesting
DKP enhances the earliest phase of the cyber kill chain by identifying intent patterns prior to intrusion attempts or network contact
Financial Crime & Fraud
Payments · Account Takeover · Synthetic Identity · Insurance Fraud · Refund & Incentive Abuse
DKP detects pre-transaction planning signals and device continuity before fraud events materialize, enabling earlier intervention without blocking or enforcement.
TECHNOLOGY
Intent-derived signal inference from lawful digital interactions
Device-level identification and behavioral observation
Machine-learning–driven threat assessment and risk scoring
Explainable and advanced machine-learning models
Multi-zone, location-aware risk escalation
Real-time alerting and response orchestration
LEGAL & COMPLIANCE
DKP operates in a privacy-preserving, anonymous-by-default mode.
No private search history is accessed
No malware, spyware, or unauthorized data collection techniques are used
Alerts are generated based on device-level risk signals, not personal data
No personal identity is required to generate threat scores
Identity association, where applicable, occurs only through lawful and authorized processes