The NiamonX Graph transformer engine is the enrichment core of the platform. Transformers are one-click actions that expand a selected node with structured intelligence, create new linked entities, and preserve context directly inside the graph. Instead of manually copying indicators between tools, analysts can move from discovery to correlation in seconds.
Each transformer is built to convert isolated indicators into actionable investigation paths. A domain can become DNS records, nameservers, mail security policies, certificates, historical snapshots, security verdicts, and infrastructure relations. An IP can reveal ports, services, ASN context, geolocation, reverse DNS, and threat signals. A blockchain address can expand into transactions, linked wallets, and network-level relationships.
Why Transformers Matter
01
One-Click Enrichment
Launch structured investigative actions directly from a node without leaving the graph. This reduces operational friction and keeps analytical focus inside one workspace.
02
Contextual Correlation
Transformers do more than return data. They create relationships between indicators, helping investigators understand how infrastructure, identities, services, and risk signals connect.
03
Investigation Speed at Scale
From DNS enumeration to breach enrichment and OSINT search, the transformer model helps analysts pivot quickly across multiple intelligence layers while preserving visual clarity.
Transformer Categories Overview
DNS Infrastructure
Resolve A, AAAA, CNAME, MX, NS, SOA, PTR, SPF, DMARC, DKIM, CAA, SRV, TLSA, NAPTR, HTTPS, and SVCB records to map digital infrastructure and communication dependencies.
Security & Threat Intelligence
Query threat verdicts, malware detections, IP intelligence, vulnerability references, and related security signals to prioritize suspicious assets and risky infrastructure.
OSINT, Search & Historical Intelligence
Discover public references through web, news, maps, images, patents, video, Wayback Machine archives, document metadata, and AI-supported search workflows.
Free Transformers Available
Free transformers provide a strong investigative baseline for technical enrichment, open-source research, and infrastructure expansion. They are suitable for domains, IP addresses, blockchain entities, public content, and selected metadata analysis workflows.
- Find Flight — live flight information using IATA, ICAO, aircraft registration, or ADS-B HEX identifiers
- BlockChain Explorer — transactions, blocks, and wallet-level intelligence across Bitcoin, Litecoin, Dogecoin, and Ethereum
- DNS CAA Records — certificate authority authorization analysis
- DNS Core Records — A, AAAA, CNAME resolution with chain following
- DNS Delegation — NS and SOA resolution including nameserver IPs
- DNS DNSSEC Status — DS and DNSKEY verification visibility
- DNS HTTPS / SVCB — modern service binding record analysis
- DNS Mail Exchange — MX infrastructure enrichment
- DNS Mail Policy — SPF, DMARC, and DKIM parsing
- DNS NAPTR — telephony and URI resolution pivots
- DNS SRV — service location enrichment
- DNS TLSA — DANE-related certificate validation
- DNS Reverse PTR — reverse lookup for IP-based investigations
- GoogleDoc Inspector — metadata, ownership, and permissions for public Google Docs, Sheets, Slides, and Drive files
- BinCard Checker — card issuer, network, type, and country visibility
- Cryptocurrency Sanctions Check — sanctions signal enrichment for wallet investigations
- Domain WHOIS — registration data, registrar, and domain-level ownership context
- IP Intelligence Search — services, ports, vulnerabilities, and IP context
- To DNS Records — expanded DNS discovery from domain-like entities
- Search with AI — AI-powered analysis of domains, URLs, hostnames, and subdomains
- Subdomains Extended — broader subdomain discovery and validation
- WiFi Data Search — ESSID, BSSID, and WiFi-related lookup workflows
- Image Search Engine — image-based OSINT expansion
- Maps Search Engine — geographic and business mapping data
- News Search Engine — recent and historical news discovery
- Patents Search Engine — patents, inventors, and assignees
- Place Search Engine — locations, addresses, points of interest
- Video Search Engine — video-related public intelligence
- Web Search Engine — general public web discovery
- Search Vuln — CVE references and vulnerability lookup
- VirusCheck Atlas — URL, domain, IP, and hash safety verdicts from multiple vendors
- GitGraph — GitHub OSINT intelligence and relationship mapping
- WayBack Machine Archive Snapshots — historical web content pivots
Premium Transformers for Deeper Intelligence
Premium transformers are designed for advanced investigative scenarios, including credential exposure, identity correlation, and large-scale public breach intelligence where access is authorized and plan-level permissions apply.
- ULP Search — search for credentials by email, username, domain, or password across supported ULP data scenarios
- Public Breached Enrichment V2 (Beta) — advanced breach intelligence with related identities, usernames, passwords, and compromised information
- Public Breached Enrichment (140B+ Rec) — large-scale public breach correlation with account and identity-level relationships
How Analysts Use Transformers
The transformer model supports investigative pivots that are natural to analysts. Start with one entity, apply targeted enrichments, and progressively grow the graph into a contextual map of infrastructure, identities, risk, and public evidence.
01
Select
Choose a node such as a domain, IP address, wallet, document, or identity indicator.
02
Expand
Apply DNS, WHOIS, blockchain, search, security, or breach enrichment transformers depending on the entity type.
03
Investigate
Follow relationships, annotate findings, identify overlaps, and turn enrichment output into operational intelligence.
FAQ about Graph Transformers
One-click enrichment, contextual intelligence building, and multi-source pivots inside NiamonX Graph.
A transformer is a structured enrichment action that takes the selected graph node, retrieves relevant external or internal intelligence, and expands the investigation visually with new entities and relationships.
No. Transformers are designed to add contextual intelligence, not just data. They help analysts understand relationships between infrastructure, entities, identities, and risk indicators inside one graph.
Yes. NiamonX Graph includes a broad set of free transformers for open-source and technical enrichment, while premium transformers provide access to advanced intelligence scenarios and deeper correlation capabilities.
Yes. The transformer engine is well suited for enterprise investigations, collaborative workflows, custom source integration, internal analysis pipelines, and domain-specific enrichment logic.