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Government-grade classification

Data classification & web filtering for government agencies

Government networks demand classification infrastructure that is accurate, continuously updated, and available in air-gapped environments. Alpha Quantum provides the 102-million-domain classification corpus that powers web filtering, content categorization, document redaction, and threat detection across federal, state, and local government agencies.

102M+
Domains classified
57+
Filtering categories
300K/day
New domains screened
99.9%
Uptime SLA
Government requirements

Classification infrastructure built for public-sector mandates

Government agencies operate under regulatory frameworks that demand transparency, auditability, and data sovereignty. Our classification platforms meet these requirements at every layer — from air-gapped offline databases to audit-ready category logging.

Cybersecurity threat classification

Government networks face sophisticated threats that evolve daily. Our classification pipeline categorizes 300,000 newly registered domains every day, flagging phishing, malware distribution, command-and-control, and social engineering domains before they can reach government endpoints. Threat categories are updated in real time via API or delivered as daily-refreshed offline feeds in RPZ, EDL, and hosts file formats compatible with government-standard firewalls.

FOIA-compliant document redaction

Freedom of Information Act requests require agencies to release documents while protecting personally identifiable information, classified references, and exempted content. Our Anonymization API automatically detects and redacts names, Social Security numbers, financial identifiers, medical record numbers, and 40+ additional entity types across documents in 30+ languages. Processing volumes that would require weeks of manual review are handled in hours with consistent, auditable results.

Air-gapped deployment options

Classified and sensitive government networks cannot send queries to external APIs. Our offline databases — available in CSV, JSON, SQLite, DNS RPZ, PAC files, and firewall EDL formats — run entirely inside your infrastructure with zero external dependencies. Perpetual licensing and quarterly refreshes ensure your classification data stays current without ever crossing a network boundary.

Public dataset anonymization

Government agencies publishing open datasets must protect individual privacy while preserving analytical utility. Our anonymization platform applies k-anonymity, differential privacy, and pseudonymization techniques that meet federal privacy standards. Census data, health records, law enforcement statistics, and educational datasets can be released for public consumption without exposing identifiable individuals.

Capabilities

Every classification capability a government agency needs

One vendor, one classification engine, deployed across every use case from network security to public transparency.

Network content filtering

Deploy our 102M-domain classification database into government firewalls, proxies, and DNS resolvers to enforce acceptable-use policies across agencies, schools, and public facilities. 57+ filtering categories cover adult content, malware, gambling, social media, and every content type government AUP frameworks require. Daily updates ensure newly registered domains are classified before they can bypass filters.

Threat intelligence enrichment

Enrich your SIEM, SOAR, and threat intelligence platforms with real-time domain classification data. When a SOC analyst investigates an alert, our API returns the domain’s category, risk score, technology stack, and registration details in under 100 milliseconds. Newly registered domains — the primary vector for phishing campaigns — are classified within hours of registration, not weeks.

PII redaction at scale

Government agencies process vast volumes of documents for FOIA requests, inter-agency sharing, court filings, and public records. Our redaction capabilities detect and mask PII across 40+ entity types in 30+ languages. Batch processing handles entire document repositories; real-time APIs process individual documents on submission. Every redaction decision is logged for audit trails.

Data anonymization for research

Federal research grants, public health surveillance, and statistical analysis require datasets that are useful but privacy-preserving. Our anonymization platform transforms identifiable records using k-anonymity, l-diversity, and differential privacy techniques that maintain statistical properties while meeting federal privacy mandates including the Privacy Act and HIPAA research provisions.

Website compliance monitoring

Government agencies managing thousands of sub-domains and contractor websites need to ensure content compliance with federal accessibility, security, and content standards. Our classification API categorizes government web properties and contractor sites, flagging content that may violate policies, identifying technology stacks that may have security implications, and detecting unauthorized content changes.

Open data enrichment

Government open-data portals publish millions of datasets that reference websites, organizations, and digital resources. Our classification engine enriches these references with industry categories, content types, and audience information — transforming raw URL lists into structured, navigable datasets that researchers, journalists, and citizens can actually use. No tracking, no user data — just content-derived metadata.

Scale

The classification infrastructure behind government-grade decisions

Every filtering decision, every redaction action, every threat assessment depends on accurate, comprehensive classification data. Here is the scale behind our platforms.

0M+
Domains classified
57+
Filtering categories
300K/day
New domains screened
<100ms
API response time
How it works

How government agencies deploy our classification data

Government IT teams integrate our classification database into their existing security infrastructure — firewalls, DNS resolvers, proxy servers, and SIEM platforms. The same classification data that powers network filtering also enriches threat intelligence, supports FOIA redaction, and enables compliant data sharing. One vendor, one data source, multiple enforcement points.

For classified networks, our offline databases eliminate external dependencies entirely. For unclassified networks, our real-time API delivers sub-100ms classification with encrypted transit and no query data retention. Both deployment models use the same underlying 102-million-domain corpus.

  • Offline databases for air-gapped and classified networks — zero external dependencies
  • Real-time API for unclassified networks with encrypted transit
  • Compatible with Palo Alto, Cisco, Fortinet, and government-standard firewalls
  • DNS RPZ, PAC, EDL, and hosts file formats for immediate deployment

Government deployment pipeline

IngestDomain or document enters government system
ClassifyAlpha Quantum returns category, risk, threat data
EnforceFirewall/proxy applies agency policy rules
AuditCategory-level logs stored for compliance reporting
Compliant — every decision logged, auditable, and defensible
Document processing

FOIA redaction that scales with request volume

Federal and state agencies receive thousands of FOIA requests annually, each requiring careful review of documents to identify and redact exempt information. Manual redaction is slow, expensive, and inconsistent — different reviewers make different decisions on the same document, creating legal exposure and processing delays that can stretch into months.

Our Anonymization API automates the detection and masking of personally identifiable information across entire document repositories. Names, Social Security numbers, financial account numbers, medical identifiers, addresses, and 35+ additional entity types are detected with high precision across structured and unstructured text in 30+ languages.

Every redaction decision is recorded with entity type, confidence score, and document location — creating the audit trail that agencies need to defend their exemption claims. Batch processing handles backlogs of thousands of documents; real-time processing handles individual submissions at the intake point.

  • 40+ PII entity types detected automatically
  • Audit trail with entity type, confidence score, and location for every redaction
  • Batch processing for backlog clearance; real-time for incoming requests
  • Consistent decisions across all reviewers — no inter-rater variability

FOIA redaction pipeline

UploadFOIA request documents enter processing queue
Scan40+ entity types detected across all pages
RedactPII masked with configurable replacement tokens
LogEvery decision recorded for legal defensibility
Released — documents compliant, audit trail complete
Use cases

How government agencies deploy Alpha Quantum platforms

From federal cybersecurity operations to local school districts, government agencies at every level use our classification infrastructure to protect networks, process documents, and publish data responsibly.

Federal cybersecurity operations

Threat intelligence teams use our classification data to enrich security alerts, identify malicious domains, and maintain continuously updated blocklists. Our database classifies newly registered domains — the primary vector for phishing and malware campaigns — within hours of registration, giving SOC analysts actionable context before threats materialize.

K-12 and library web filtering

School districts and public libraries use our URL Categorization Database to power CIPA-compliant web filtering. 57+ content categories cover every CIPA-required content type, with daily updates that ensure newly registered domains are classified before they can bypass filters. Grade-band-friendly classification supports differentiated policies for elementary, middle, and high school students.

Records management and FOIA

Agencies processing public records requests use our anonymization platform to automatically detect and redact PII from responsive documents. Batch processing capabilities handle the volume of multi-thousand-page document productions. Every redaction is logged with the entity type, confidence score, and location — creating the defensible audit trail that legal counsel requires.

Questions

Government data classification, asked and answered

Can your databases be deployed in air-gapped government networks?
Yes. Our offline databases are available in CSV, JSON, SQLite, DNS RPZ, PAC, hosts, and firewall EDL formats. They run entirely inside your infrastructure with zero external dependencies. Transfer to air-gapped environments follows your existing data transfer procedures. Quarterly refreshes keep the classification data current.
Do you retain government query data?
No. API queries are processed in transit and not retained beyond the response window. For agencies using offline databases, no queries ever leave your network. We do not collect, store, or have access to the domains your agency classifies or the policies you enforce.
How does your redaction platform handle classified document markings?
Our redaction capabilities focus on personally identifiable information — names, SSNs, financial identifiers, medical data, and 40+ additional entity types. Classification markings (CUI, FOUO, etc.) are a separate domain handled by your agency’s classification management system. Our platform integrates into your document processing pipeline as a PII detection and masking layer, not a classification management tool.
What firewall and proxy platforms are compatible?
Our databases support Palo Alto (EDL feeds), Cisco (threat intelligence feeds), Fortinet (external threat feeds), Squid proxy (ACLs), BIND/Unbound DNS (RPZ zones), and any system that consumes standard blocklist formats. Most government IT teams have their databases integrated and filtering within hours of license activation.
How do you handle .gov and .mil domains?
All .gov and .mil domains in our 102M+ corpus are classified by content category like any other domain. Government domains are not automatically whitelisted or treated differently — they receive the same multi-taxonomy classification (IAB, IPTC, web-filtering) as commercial domains. This is critical for agencies that need to categorize and monitor their own web properties and those of contractor organizations.
Do you offer government pricing or volume licensing?
Yes. We offer volume licensing for multi-agency deployments, state-level programs, and consortium purchasing arrangements. Government pricing reflects the scale of deployment, not the size of the organization. Contact our team for a quote tailored to your agency’s requirements and procurement framework.
Can we test the data before procurement?
Absolutely. We offer 14-day API trials with no credit card required, free database sample downloads for format compatibility testing, and live demos that run against production classification models. Many agencies bring their top-visited domain lists to a demonstration and compare our classifications against their current filtering vendor’s data side by side.

Ready to upgrade your agency’s classification infrastructure?

Schedule a briefing, request a demo with your agency’s domain list, or download a sample database to test format compatibility with your existing infrastructure.