Empirical Networks
Human View is the company as people read it. Machine View is exactly what an AI agent receives.
This is the page you're already on. The Human View toggle above shows it in full.
This is exactly what an AI agent receives. The same record, as JSON-LD, below.
Use this record in your app or agent
di get-company --uuid 8ada44c7-3a05-4055-b172-1334060d5568GET https://api.decisioninsights.ai/api/public/v1/companies/8ada44c7-3a05-4055-b172-1334060d5568curl -X POST https://mcp.decisioninsights.ai/api/mcp-public \
-H "content-type: application/json" \
-H "accept: application/json, text/event-stream" \
-d '{"id":1,"jsonrpc":"2.0","method":"tools/call","params":{"arguments":{"uuid":"8ada44c7-3a05-4055-b172-1334060d5568"},"name":"di_get_company"}}'A green key on the record, left, is one Decision Insights added. It doesn't exist on the company's site or in a wire feed. The same key labels its row on the right, so you can match them directly. More on how DI enriches a record.
The record
This is what the machine sees: the exact JSON-LD an agent receives for this listing.
Organization
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/registry/empiricalnetworks/#organization",
"@type": "Organization",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "Related organizations",
"propertyID": "https://decisioninsights.ai/ns#relatedOrganizations",
"value": [
{
"@id": "https://decisioninsights.ai/registry/alto-vale-net/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/alto-vale-net/",
"name": "Alto Vale Net"
},
{
"@id": "https://decisioninsights.ai/registry/turbonetrv/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/turbonetrv/",
"name": "Turbonetrv"
},
{
"@id": "https://decisioninsights.ai/registry/netbox-3/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/netbox-3/",
"name": "NetBox"
},
{
"@id": "https://decisioninsights.ai/registry/netzon/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/netzon/",
"name": "NetzOn"
},
{
"@id": "https://decisioninsights.ai/registry/turbonet-2/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/turbonet-2/",
"name": "Turbonet"
},
{
"@id": "https://decisioninsights.ai/registry/ip-twins/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/ip-twins/",
"name": "IP Twins"
},
{
"@id": "https://decisioninsights.ai/registry/702netops/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/702netops/",
"name": "702 NetOps"
},
{
"@id": "https://decisioninsights.ai/registry/rsonet/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/rsonet/",
"name": "RSONet."
}
]
},
{
"@type": "PropertyValue",
"name": "Segment",
"value": "Information Technology / Networking / Networking Software \u0026 Operations / Network Source of Truth, Digital Twin \u0026 Validation"
}
],
"description": "Empirical Networks provides network source of truth, validation, and automation software for enterprise network infrastructure teams.",
"keywords": [
"Automation",
"CI/CD Pipeline",
"Cloud",
"Compliance",
"Configuration Drift",
"Configuration Management",
"Data",
"Digital Twin",
"Enterprise",
"gnmi",
"Infrastructure-as-Code",
"Market",
"Netconf",
"Network Automation",
"Networking Software",
"Normalization",
"Observability",
"Outages",
"Software",
"Telemetry"
],
"knowsAbout": [
{
"@id": "https://decisioninsights.ai/term/automation/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/automation/",
"name": "Automation"
},
{
"@id": "https://decisioninsights.ai/term/cicd-pipeline/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/cicd-pipeline/",
"name": "CI/CD Pipeline"
},
{
"@id": "https://decisioninsights.ai/term/cloud/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/cloud/",
"name": "Cloud"
},
{
"@id": "https://decisioninsights.ai/term/compliance/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/compliance/",
"name": "Compliance"
},
{
"@id": "https://decisioninsights.ai/term/configuration-drift/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/configuration-drift/",
"name": "Configuration Drift"
},
{
"@id": "https://decisioninsights.ai/term/configuration-management/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/configuration-management/",
"name": "Configuration Management"
},
{
"@id": "https://decisioninsights.ai/term/data-center/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/data-center/",
"name": "Data Center"
},
{
"@id": "https://decisioninsights.ai/term/digital-twin/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/digital-twin/",
"name": "Digital Twin"
},
{
"@id": "https://decisioninsights.ai/term/enterprise/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/enterprise/",
"name": "Enterprise"
},
{
"@id": "https://decisioninsights.ai/term/gnmi/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/gnmi/",
"name": "gnmi"
},
{
"@id": "https://decisioninsights.ai/term/infrastructure-as-code-iac/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/infrastructure-as-code-iac/",
"name": "Infrastructure-as-Code"
},
{
"@id": "https://decisioninsights.ai/term/market/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/market/",
"name": "Market"
},
{
"@id": "https://decisioninsights.ai/term/netconf/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/netconf/",
"name": "Netconf"
},
{
"@id": "https://decisioninsights.ai/term/network-automation/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/network-automation/",
"name": "Network Automation"
},
{
"@id": "https://decisioninsights.ai/term/networking-software/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/networking-software/",
"name": "Networking Software"
},
{
"@id": "https://decisioninsights.ai/term/normalization/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/normalization/",
"name": "Normalization"
},
{
"@id": "https://decisioninsights.ai/term/observability/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/observability/",
"name": "Observability"
},
{
"@id": "https://decisioninsights.ai/term/outages/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/outages/",
"name": "Outages"
},
{
"@id": "https://decisioninsights.ai/term/software/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/software/",
"name": "Software"
},
{
"@id": "https://decisioninsights.ai/term/telemetry/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/telemetry/",
"name": "Telemetry"
}
],
"logo": {
"@type": "ImageObject",
"url": "https://img.logo.dev/empiricalnetworks.com?token=pk_CZeihPN_TrqRBIQ1KAv4yQ"
},
"mainEntityOfPage": "https://decisioninsights.ai/registry/empiricalnetworks/",
"name": "Empirical Networks"
}
WebSite
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/#website",
"@type": "WebSite",
"name": "Decision Insights",
"potentialAction": {
"@type": "SearchAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://decisioninsights.ai/search/?q={search_term_string}\u0026submit=1"
}
},
"publisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai"
}
Organization
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/#organization",
"@type": "Organization",
"contactPoint": {
"@type": "ContactPoint",
"contactType": "customer support",
"email": "[email protected]"
},
"description": "Decision Insights is a Registry of technology companies, open source projects, and industry terms, built for people and for AI agents that need sourced, structured information.",
"logo": {
"@type": "ImageObject",
"url": "https://wiretap-cdn-assets.nyc3.cdn.digitaloceanspaces.com/decision-insights/[email protected]"
},
"name": "Decision Insights",
"parentOrganization": {
"@type": "Organization",
"name": "Wiretap Labs",
"sameAs": [
"https://www.linkedin.com/company/wiretap-labs",
"https://www.crunchbase.com/organization/wiretap-labs"
],
"url": "https://wiretaplabs.com"
},
"publishingPrinciples": "https://decisioninsights.ai/standards/",
"sameAs": [
"https://www.linkedin.com/company/decisioninsights"
],
"url": "https://decisioninsights.ai"
}
BreadcrumbList
{
"@context": "https://schema.org",
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"item": "https://decisioninsights.ai",
"name": "Decision Insights",
"position": 1
},
{
"@type": "ListItem",
"item": "https://decisioninsights.ai/registry/",
"name": "Registry",
"position": 2
},
{
"@type": "ListItem",
"item": "https://decisioninsights.ai/registry/empiricalnetworks/",
"name": "Empirical Networks",
"position": 3
}
]
}
ProfilePage
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/registry/empiricalnetworks/",
"@type": "ProfilePage",
"dateModified": "2026-10-24T10:20:58Z",
"isPartOf": {
"@id": "https://decisioninsights.ai/#website"
},
"mainEntity": {
"@id": "https://decisioninsights.ai/registry/empiricalnetworks/#organization"
},
"sdDatePublished": "2026-10-24",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/registry/empiricalnetworks/"
}
What we add
Topic graph
A wire service tags a release with a category, once. It doesn't maintain a durable graph over time. We connect them to a topic graph an agent can query.
Automation https://decisioninsights.ai/term/automation/
CI/CD Pipeline https://decisioninsights.ai/term/cicd-pipeline/
Cloud https://decisioninsights.ai/term/cloud/
and 17 more
Counted facts
Counted facts, including the peer companies this record publishes as Related organizations. That set is built from this organization's own topic profile over the listed directory and excludes its parent and subsidiaries. It is not a curated competitor list.
Related organizations Alto Vale Net, Turbonetrv, NetBox, NetzOn, Turbonet, IP Twins, 702 NetOps, RSONet.
Industry classification
No company publishes a structured, queryable industry classification on its own site -- we track and verify it.
Segment Information Technology / Networking / Networking Software & Operations / Network Source of Truth, Digital Twin & Validation