An AI-driven experience management platform for enterprises to collect multi-channel feedback, analyze structured and unstructured data, and deliver actionable insights.
Constella

About Constella
Constella Intelligence is an AI-driven Identity Intelligence Platform designed for security teams, fraud prevention groups, and enterprise risk organizations. It detects and investigates digital risk from compromised identity data by aggregating and analyzing vast datasets. The platform maintains a global breach and infostealer repository with over 180 billion compromised identity records collected across surface, deep, and dark web sources, indexing over 1 trillion records in total. Constella employs a multi-stage data verification pipeline that authenticates sources, deduplicates data, performs entity resolution, and assigns confidence scores to reduce noise and unverified information. Its identity correlation and mapping capabilities link identifiers such as emails, usernames, domains, device IDs, and related signals to support thorough investigations and exposure analysis. The platform delivers risk scoring and actionable alerts through a web dashboard or RESTful API, enabling real-time workflows and integration with SIEM/SOAR tooling. It serves both developer use cases with high-velocity API access and SOC-focused digital risk protection through its Hunter+ DRP offering.
Key features
- Global breach and infostealer repository with 180B+ compromised identity records
- Multi-stage data verification pipeline with deduplication and entity resolution
- Identity correlation and mapping across emails, usernames, domains, and device IDs
- Risk scoring and actionable alerts via web dashboard or RESTful API
- Real-time workflow integration with SIEM/SOAR tooling
- High-velocity API for developer use cases
- SOC-focused digital risk protection (Hunter+ DRP)
- Data pedigree verification and confidence scoring
- Surface, deep, and dark web data collection
Use cases
- Monitoring and investigating digital risk from compromised identity data
- Fraud prevention and security threat detection for enterprises
- Integration with existing security infrastructure for real-time alerts
Pros
- Aggregates and analyzes over 1 trillion records from surface, deep, and dark web sources for comprehensive identity risk intelligence
- Provides verified identity pedigree data, including exfiltrated credentials, infostealer logs, and PII, reducing false positives
- Offers real-time threat signals via API and dashboard for proactive defense against account takeover, session hijacking, and ransomware
- Supports integration with SIEM/SOAR tools and developer-focused APIs for high-velocity workflows
- Includes specialized solutions like Hunter+ DRP for digital risk protection, executive protection, and brand integrity monitoring
Cons
- May require significant internal resources to fully operationalize the platform’s insights
- Dependence on external data sources introduces potential latency in threat detection
- Complexity of identity correlation and mapping may necessitate specialized training for effective use
Frequently asked questions about Constella
What is identity risk intelligence and how does Constella provide it?
Identity risk intelligence involves continuously monitoring, analyzing, and acting on data about compromised or exposed digital identities across the surface, deep, and dark web. Constella provides this by aggregating verified breach data, infostealer logs, and PII, then cleaning, deduplicating, and assigning confidence scores to deliver high-fidelity, actionable insights.
Who should use Constella's platform?
Constella is designed for security teams, fraud prevention groups, enterprise risk organizations, law enforcement agencies, and developers building security-focused applications. It also serves MDR/XDR providers, OSINT investigators, and executive protection teams.
How does Constella verify the data it provides?
Constella employs a multi-stage verification pipeline that authenticates sources, deduplicates records, performs entity resolution, and assigns confidence scores. This ensures the data includes a Verified Identity Pedigree, reducing noise and false positives.
Can Constella integrate with existing security tools?
Yes, Constella offers a RESTful API for real-time workflows and integrates with SIEM/SOAR tooling. Its high-velocity API is also suitable for developer use cases requiring seamless integration and massive scale.
What is the difference between Constella's API and Hunter+ DRP platform?
Constella's API provides high-speed access to its global library of compromised identity data for developers and security teams, while Hunter+ DRP is a digital risk protection platform designed for SOC teams to automate detection of compromised credentials, brand impersonations, and executive risks.
How can I get started with Constella?
Prospective users can request a demo or explore the Developer Portal for API access. Constella also offers industry-specific solutions and resources like white papers and breach reports to help organizations understand their exposure.
Constella Website Engagement
Last Update: 9 days ago
Monthly Traffic
Traffic Sources
Traffic Share By Country
- United States42.4%
- India15.3%
- Brazil13%
- Malaysia8.3%
- Spain8.1%