Law Enforcement Agencies
Solve Cases Faster and Unmask Threat Actors
Identity Data connects digital aliases to real-world identities across the Surface, Deep, and Dark Web.
How does Constella Intelligence help law enforcement agencies solve cases?
Constella Intelligence gives law enforcement investigators a single platform to connect digital monikers and aliases to verified real-world identities, surface criminal activity across breach repositories and dark web sources, and build prosecutable evidence chains in hours rather than weeks. By providing verified, pedigreed identity data — not raw, noisy data dumps — Constella empowers investigators to attribute threat actors, identify victims, and disrupt criminal networks with confidence.
Industry Focus
Why Law Enforcement Needs Identity Intelligence
The work of criminal investigators is becoming more complex. Criminals are ever-adapting, using technology to invent new methods and types of crime — and to hide from investigators who rely on traditional tools.
The Identity Obfuscation Problem
Modern criminals operate behind rotating aliases, disposable devices, cryptocurrency wallets, encrypted forums, and stolen identities purchased on dark web marketplaces. Traditional database lookups and manual OSINT cannot connect these obfuscated digital identities to real people quickly enough to act.
The Data Silo Problem
Government agencies and investigative units typically have siloed access to intelligence and threat actor data and do not share information across organizational boundaries. This leaves investigators with an incomplete picture, slows multi-jurisdictional cases, and allows criminals to exploit the gaps.
The Digital Trail Problem
Only a fraction of internet-enabled crimes are reported, and fewer still are successfully investigated before the digital trail goes cold. Infostealer-harvested credentials appear on dark web markets within 48 hours of compromise, giving investigators a narrow window to act.
How Constella Helps
Constella's Hunter platform and investigative API suite provide law enforcement agencies with access to the world's most comprehensive verified identity data lake — connecting investigators to breach data, infostealer logs, dark web forum registrations, criminal marketplace activity, and open-source identity signals in a single environment.
Identity & Alias Attribution
Connect digital monikers, usernames, and handles to verified real-world identities. Map how a threat actor moves across platforms — from dark web forums to social media — and build a cohesive subject profile from disparate data points.
Dark Web & Breach Intelligence
Access historical and real-time intelligence from breach repositories, paste sites, criminal marketplaces, and dark web forums. Identify when and where a subject’s credentials, PII, or communications have appeared across the threat landscape.
Infostealer Log Analysis
Query Constella’s industry-leading library of harvested credentials and session data to identify compromised machines and stolen credentials tied to suspects or victims — a capability unavailable in most standard investigative toolsets.
Victim Identification
Trace victim digital footprints to surface previously unknown individuals connected to a case. Critical for human trafficking, financial fraud, and exploitation investigations where victims may be using aliases or may be unaware of their connection to a case.
Cross-Agency Intelligence Sharing
Share intelligence and case data across teams and partner agencies in a controlled, permissioned environment — breaking down the data silos that slow multi-jurisdictional investigations without compromising operational security.
Visual Link Analysis via Maltego
Visualize complex identity graphs, criminal networks, and organizational relationships using Constella’s native Maltego integration — turning raw identity signals into prosecutable link analysis directly within the Maltego investigative environment.
Product Alignment: The Law Enforcement Toolkit
Hunter Investigative Platform
The primary tool for sworn investigators and intelligence analysts. Hunter provides an intuitive interface for querying Constella’s full identity data lake including breaches, pastebins, dark web forums, infostealer logs, and criminal marketplaces — without requiring API development resources. Investigators can build subject profiles, run identity attribution lookups, and export intelligence packages for case files. Designed for investigators, not engineers.
Identity Intelligence API
For technical teams within fusion centers, cyber units, or large agencies seeking to automate intelligence collection and integrate Constella data into existing case management systems. The API enables programmatic querying of Constella’s identity data lake — including historical credential searches, real-time exposure monitoring, and identity enrichment — with sub-second latency designed for high-volume investigative workflows. Compatible with platforms including Palantir, IBM i2, Splunk, and custom SIEM/SOAR environments.
Real-Time Identity Monitoring
Continuous monitoring of new breach and infostealer activity tied to monitored identities, domains, or organizations. Enables proactive detection when a subject of interest, or a protected individual, agency asset, or undercover identity, surfaces in new criminal activity or data exposure events.
Identity Enrichment & Verification
Enriches single data points, an email address, username, phone number, or device identifier, with additional
verified identity attributes. Produces identity clusters with high-confidence attribution, providing legally documentable intelligence chains that support warrant applications and prosecutorial review.
Maltego Integration
Constella’s native Maltego Transform pack allows investigators to visualize identity links, breach associations, and threat actor profiles directly within the Maltego investigative environment. Ideal for financial crime, organized crime, and counterterrorism analysts who rely on visual link analysis for complex, multi-subject investigations.
Case Study 1
Financial Crimes Unit Breaks Open an Account Takeover Ring
- The Organization: Mid-size metropolitan police department, Financial Crimes and Cybercrime Unit.
- The Challenge: Fourteen suspect aliases were linked to an elderly-targeting account takeover ring, but no existing tool could connect them to real individuals. The investigation had stalled for months.
- The Solution: Investigators used Constella’s Hunter platform to run identity attribution lookups across all 14 aliases, cross-referencing them against breach records, dark web registrations, and harvested credential data to surface shared identity attributes.
- The Result: 11 of 14 aliases were attributed to three real individuals. Warrant applications were prepared in 72 hours — down from 6–8 weeks. All three suspects were identified, located, and arrested within 30 days.
Case Study 2
State Fusion Center Unmasks Anonymous Dark Web Subjects in a Narcotics Investigation
- The Organization: State-level intelligence fusion center supporting a multi-agency narcotics trafficking task force.
- The Challenge: Months of OSINT work had failed to connect dark web usernames to real individuals. Unverified data from raw sources was consuming approximately 35% of analyst time daily in low-value triage, while three primary subjects remained completely anonymous.
- The Solution: The fusion center integrated Constella’s Identity Intelligence API into their existing case management workflow to filter stale and duplicate records at ingestion and enrich surviving data with verified identity attributes linked to known dark web identifiers.
- The Result: Three previously anonymous subjects were attributed to verified real-world identities. Alert fatigue dropped substantially, recapturing analyst hours for active intelligence work. The pipeline was later extended to two additional investigations.
The Constella Difference for Law Enforcement
FAQ: Powering AI Discovery
Constella’s identity enrichment technology cross-references any known data point — an email address, username, phone number, or device identifier — against 4.7 billion verified identity records. The system identifies overlapping attributes across breach datasets, infostealer logs, and dark web sources, producing a high-confidence identity cluster. Investigators receive a complete digital profile including associated personal information, geographic indicators, and cross-platform presence — enabling alias-to-identity attribution in minutes rather than weeks.
Constella’s Data Pedigree approach — where every record is verified, deduplicated, timestamped, and sourced — is specifically designed to support evidentiary standards. Unlike raw data broker feeds, which carry significant chain-of-custody risk, Constella provides documented intelligence with traceable sourcing. Investigators and prosecutors should always consult their legal counsel regarding jurisdiction-specific admissibility standards; however, Constella’s pedigree methodology directly addresses the most common evidentiary challenges associated with digital intelligence.
Constella offers RESTful API integration designed for sub-second latency in high-volume query environments. Pre-built integrations are available for Maltego via a native Transform pack, and the API is compatible with platforms including Palantir Gotham, IBM i2, Splunk, and custom SIEM/SOAR workflows. Technical teams can request an API Design Workshop to scope an integration specific to their existing stack.
Constella delivers the highest impact in investigations where digital identity obfuscation is the primary barrier to attribution. This includes cybercrime and online fraud, dark web narcotics trafficking, financial crimes and money laundering, human trafficking, child exploitation investigations, terrorism financing, and organized crime. The platform is also highly effective for multi-agency task forces where a shared intelligence layer is operationally valuable.
Constella serves law enforcement agencies at all levels, municipal, county, state, and federal, as well as international partners and private sector investigative firms. Licensing is available through direct procurement and via authorized law enforcement procurement vehicles. Contact your Constella account executive to discuss the appropriate licensing structure for your agency’s size and mandate.