OpenStack Cyborg
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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.
WebSite
{
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"@id": "https://decisioninsights.ai/#website",
"@type": "WebSite",
"name": "Decision Insights",
"potentialAction": {
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}
},
"publisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai"
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Organization
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"@type": "Organization",
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"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
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{
"@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/projects/",
"name": "Projects",
"position": 3
},
{
"@type": "ListItem",
"item": "https://decisioninsights.ai/registry/openstack-foundation/",
"name": "OpenStack Foundation",
"position": 4
},
{
"@type": "ListItem",
"item": "https://decisioninsights.ai/projects/openstack-cyborg/",
"name": "OpenStack Cyborg",
"position": 5
}
]
}
SoftwareSourceCode
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"@id": "https://decisioninsights.ai/projects/openstack-cyborg/#project",
"@type": "SoftwareSourceCode",
"additionalProperty": [
{
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"name": "Related projects",
"propertyID": "https://decisioninsights.ai/ns#relatedProjects",
"value": [
{
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"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/openstack-cyborg-jvoih7/",
"name": "OpenStack Cyborg"
},
{
"@id": "https://decisioninsights.ai/projects/openstack/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/openstack/",
"name": "OpenStack"
},
{
"@id": "https://decisioninsights.ai/projects/openstack-ironic/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/openstack-ironic/",
"name": "Openstack Ironic"
},
{
"@id": "https://decisioninsights.ai/projects/openstack-nova/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/openstack-nova/",
"name": "OpenStack Nova"
},
{
"@id": "https://decisioninsights.ai/projects/nova-oss-project/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/nova-oss-project/",
"name": "Nova (OSS Project)"
},
{
"@id": "https://decisioninsights.ai/projects/openstack-horizon/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/openstack-horizon/",
"name": "OpenStack Horizon"
},
{
"@id": "https://decisioninsights.ai/projects/openstack-neutron-plugin/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/openstack-neutron-plugin/",
"name": "OpenStack Neutron"
},
{
"@id": "https://decisioninsights.ai/projects/tripleo/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/tripleo/",
"name": "TripleO"
}
]
},
{
"@type": "PropertyValue",
"name": "Related organizations",
"propertyID": "https://decisioninsights.ai/ns#relatedOrganizations",
"value": [
{
"@id": "https://decisioninsights.ai/registry/liqid/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/liqid/",
"name": "Liqid Inc"
},
{
"@id": "https://decisioninsights.ai/registry/hammerspace/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/hammerspace/",
"name": "Hammerspace"
},
{
"@id": "https://decisioninsights.ai/registry/supermicro/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/supermicro/",
"name": "Supermicro"
},
{
"@id": "https://decisioninsights.ai/registry/sgh-smart-global-holdings/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/sgh-smart-global-holdings/",
"name": "SGH SMART Global Holdings"
},
{
"@id": "https://decisioninsights.ai/registry/anyscale/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/anyscale/",
"name": "Anyscale"
},
{
"@id": "https://decisioninsights.ai/registry/voltage-park/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/voltage-park/",
"name": "Voltage Park"
},
{
"@id": "https://decisioninsights.ai/registry/coreweave/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/coreweave/",
"name": "CoreWeave"
},
{
"@id": "https://decisioninsights.ai/registry/zt-systems/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/zt-systems/",
"name": "ZT Systems"
}
]
}
],
"author": {
"@id": "https://decisioninsights.ai/registry/openstack-foundation/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/openstack-foundation/",
"name": "OpenStack Foundation"
},
"dateModified": "2026-08-27T03:10:31Z",
"description": "OpenStack Cyborg is an OpenStack service for API-based lifecycle management of hardware accelerators in cloud environments.",
"keywords": [
"Open Source",
"Cloud",
"Control Plane",
"High performance computing",
"Lifecycle Management",
"Machine Learning",
"Orchestration",
"Representational State Transfer",
"Services"
],
"knowsAbout": [
{
"@id": "https://decisioninsights.ai/term/ai-infrastructure/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/ai-infrastructure/",
"name": "AI infrastructure"
},
{
"@id": "https://decisioninsights.ai/term/ai-artificial-intelligence/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/ai-artificial-intelligence/",
"name": "Artificial Intelligence"
},
{
"@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/network-operator/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/network-operator/",
"name": "Network Operator"
},
{
"@id": "https://decisioninsights.ai/term/cloud/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/cloud/",
"name": "Cloud"
},
{
"@id": "https://decisioninsights.ai/term/control-plane/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/control-plane/",
"name": "Control Plane"
},
{
"@id": "https://decisioninsights.ai/term/high-performance-computing-hpc/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/high-performance-computing-hpc/",
"name": "High performance computing"
},
{
"@id": "https://decisioninsights.ai/term/lifecycle-management/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/lifecycle-management/",
"name": "Lifecycle Management"
},
{
"@id": "https://decisioninsights.ai/term/machine-learning-ml/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/machine-learning-ml/",
"name": "Machine Learning"
},
{
"@id": "https://decisioninsights.ai/term/orchestration/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/orchestration/",
"name": "Orchestration"
},
{
"@id": "https://decisioninsights.ai/term/representational-state-transfer-rest/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/representational-state-transfer-rest/",
"name": "Representational State Transfer"
},
{
"@id": "https://decisioninsights.ai/term/services/#definedterm",
"@type": "DefinedTerm",
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"name": "Services"
}
],
"mainEntityOfPage": "https://decisioninsights.ai/projects/openstack-cyborg/",
"maintainer": {
"@id": "https://decisioninsights.ai/registry/openstack-foundation/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/openstack-foundation/",
"name": "OpenStack Foundation"
},
"name": "OpenStack Cyborg",
"publisher": {
"@id": "https://decisioninsights.ai/registry/openstack-foundation/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/openstack-foundation/",
"name": "OpenStack Foundation"
}
}
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.
AI infrastructure https://decisioninsights.ai/term/ai-infrastructure/
Artificial Intelligence https://decisioninsights.ai/term/ai-artificial-intelligence/
Data Center https://decisioninsights.ai/term/data-center/
and 9 more
Counted facts
A protocol or open source project keeps no vendor list and publishes no figures of its own to check this against. This counts how it actually shows up across the graph -- articles that name it, the organizations named alongside it in those articles, similar projects, and organizations whose topic tags overlap with its own -- computed, not curated.
Related projects OpenStack Cyborg, OpenStack, Openstack Ironic, OpenStack Nova, Nova (OSS Project), OpenStack Horizon, OpenStack Neutron, TripleO
Related organizations Liqid Inc, Hammerspace, Supermicro, SGH SMART Global Holdings, Anyscale, Voltage Park, CoreWeave, ZT Systems