Perspective
This is the page you're already on — the Human View toggle above shows it in full.
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.
This is what the machine sees: the exact JSON-LD an agent receives for this listing.
{
"@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"
}
{
"@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"
}
{
"@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/projects/",
"name": "Projects",
"position": 3
},
{
"@type": "ListItem",
"item": "https://decisioninsights.ai/registry/finos/",
"name": "FINOS",
"position": 4
},
{
"@type": "ListItem",
"item": "https://decisioninsights.ai/projects/perspective/",
"name": "Perspective",
"position": 5
}
]
}
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/projects/perspective/#project",
"@type": "SoftwareSourceCode",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "Articles mentioning this entity",
"value": 214
},
{
"@type": "PropertyValue",
"name": "Organizations named alongside this entity",
"value": 102
},
{
"@type": "PropertyValue",
"name": "Related projects",
"propertyID": "https://decisioninsights.ai/ns#relatedProjects",
"value": [
{
"@id": "https://decisioninsights.ai/projects/apache-pivot/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/apache-pivot/",
"name": "Apache Pivot"
},
{
"@id": "https://decisioninsights.ai/projects/bokeh/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/bokeh/",
"name": "Bokeh"
},
{
"@id": "https://decisioninsights.ai/projects/pandas-oss-project/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/pandas-oss-project/",
"name": "Pandas (OSS Project)"
},
{
"@id": "https://decisioninsights.ai/projects/apache-pinot-lbxye6/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/apache-pinot-lbxye6/",
"name": "Apache Pinot"
},
{
"@id": "https://decisioninsights.ai/projects/apache-pinot/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/apache-pinot/",
"name": "Apache Pinot"
},
{
"@id": "https://decisioninsights.ai/projects/matplotlib/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/matplotlib/",
"name": "Matplotlib"
},
{
"@id": "https://decisioninsights.ai/projects/vuu/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/vuu/",
"name": "Vuu"
},
{
"@id": "https://decisioninsights.ai/projects/project-jupyter/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/project-jupyter/",
"name": "Project Jupyter"
}
]
},
{
"@type": "PropertyValue",
"name": "Related organizations",
"propertyID": "https://decisioninsights.ai/ns#relatedOrganizations",
"value": [
{
"@id": "https://decisioninsights.ai/registry/argilla/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/argilla/",
"name": "Argilla"
},
{
"@id": "https://decisioninsights.ai/registry/explosion/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/explosion/",
"name": "Explosion"
},
{
"@id": "https://decisioninsights.ai/registry/vaex.io-ynp9qa/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/vaex.io-ynp9qa/",
"name": "Vaex.io"
},
{
"@id": "https://decisioninsights.ai/registry/duckdb/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/duckdb/",
"name": "DuckDB"
},
{
"@id": "https://decisioninsights.ai/registry/laion/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/laion/",
"name": "LAION"
},
{
"@id": "https://decisioninsights.ai/registry/dyn-wine0q/datascience.com/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/dyn-wine0q/datascience.com/",
"name": "DataScience.com"
},
{
"@id": "https://decisioninsights.ai/registry/dataiku/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/dataiku/",
"name": "Dataiku"
},
{
"@id": "https://decisioninsights.ai/registry/anaconda-inc/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/anaconda-inc/",
"name": "Anaconda, Inc."
}
]
}
],
"author": {
"@id": "https://decisioninsights.ai/registry/finos/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/finos/",
"name": "FINOS"
},
"dateModified": "2026-08-27T03:10:36Z",
"description": "Perspective is an open-source WebAssembly-based data visualization and pivot engine for large, streaming tabular datasets.",
"keywords": [
"Open Source",
"Components",
"Datasets",
"Open Source",
"Python"
],
"knowsAbout": [
{
"@id": "https://decisioninsights.ai/term/components/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/components/",
"name": "Components"
},
{
"@id": "https://decisioninsights.ai/term/datasets/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/datasets/",
"name": "Datasets"
},
{
"@id": "https://decisioninsights.ai/term/open-source/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/open-source/",
"name": "Open Source"
},
{
"@id": "https://decisioninsights.ai/term/python/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/python/",
"name": "Python"
}
],
"mainEntityOfPage": "https://decisioninsights.ai/projects/perspective/",
"maintainer": {
"@id": "https://decisioninsights.ai/registry/finos/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/finos/",
"name": "FINOS"
},
"name": "Perspective",
"publisher": {
"@id": "https://decisioninsights.ai/registry/finos/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/finos/",
"name": "FINOS"
},
"subjectOf": [
{
"@id": "https://decisioninsights.ai/aviz-details-ai-agents-for-network-operations-automation/#blogposting",
"@type": "BlogPosting",
"headline": "Aviz details AI agents for network operations automation",
"isBasedOn": {
"@type": "CreativeWork",
"url": "https://aviznetworks.com/resources/blogs/what-are-aviz-ai-agents-and-how-do-they-reduce-network-operations-toil"
},
"url": "https://decisioninsights.ai/aviz-details-ai-agents-for-network-operations-automation/"
},
{
"@id": "https://decisioninsights.ai/aviz-details-multi-tenant-networking-in-spectrum-x/#blogposting",
"@type": "BlogPosting",
"headline": "AVIZ details multi-tenant networking in Spectrum-X",
"isBasedOn": {
"@type": "CreativeWork",
"url": "https://aviznetworks.com/resources/blogs/how-aviz-ones-enables-secure-multi-tenant-north-south-networking-nvidia-spectrum-x-ai-fabrics"
},
"url": "https://decisioninsights.ai/aviz-details-multi-tenant-networking-in-spectrum-x/"
},
{
"@id": "https://decisioninsights.ai/aviz-networks-details-ones-integration-with-nvidia-ufm/#blogposting",
"@type": "BlogPosting",
"headline": "Aviz Networks details ONES integration with NVIDIA UFM",
"isBasedOn": {
"@type": "CreativeWork",
"url": "https://aviznetworks.com/resources/blogs/end-to-end-tenant-isolation-ones-integrates-with-nvidia-ufm"
},
"url": "https://decisioninsights.ai/aviz-networks-details-ones-integration-with-nvidia-ufm/"
},
{
"@id": "https://decisioninsights.ai/aviz-networks-details-ai-factory-production-requirements/#blogposting",
"@type": "BlogPosting",
"headline": "Aviz Networks details AI factory production requirements",
"isBasedOn": {
"@type": "CreativeWork",
"url": "https://aviznetworks.com/resources/blogs/from-simulation-to-production-what-it-takes-to-make-an-ai-factory-operational"
},
"url": "https://decisioninsights.ai/aviz-networks-details-ai-factory-production-requirements/"
},
{
"@id": "https://decisioninsights.ai/aviz-networks-and-opentext-details-ndr-traffic-layer/#blogposting",
"@type": "BlogPosting",
"headline": "Aviz Networks and OpenText details NDR traffic layer",
"isBasedOn": {
"@type": "CreativeWork",
"url": "https://aviznetworks.com/resources/blogs/high-fidelity-network-detection-response-aviz-opentext"
},
"url": "https://decisioninsights.ai/aviz-networks-and-opentext-details-ndr-traffic-layer/"
},
{
"@id": "https://decisioninsights.ai/aviz-networks-details-armis-asset-intelligence-approach/#blogposting",
"@type": "BlogPosting",
"headline": "Aviz Networks details Armis asset intelligence approach",
"isBasedOn": {
"@type": "CreativeWork",
"url": "https://aviznetworks.com/resources/blogs/high-fidelity-iot-ot-asset-intelligence-aviz-armis"
},
"url": "https://decisioninsights.ai/aviz-networks-details-armis-asset-intelligence-approach/"
},
{
"@id": "https://decisioninsights.ai/aviz-networks-details-enterprise-sonic-deployment-questions/#blogposting",
"@type": "BlogPosting",
"headline": "Aviz Networks details enterprise SONiC deployment questions",
"isBasedOn": {
"@type": "CreativeWork",
"url": "https://aviznetworks.com/resources/blogs/7-hard-questions-about-sonic-the-enterprise-answers-that-actually-matter"
},
"url": "https://decisioninsights.ai/aviz-networks-details-enterprise-sonic-deployment-questions/"
},
{
"@id": "https://decisioninsights.ai/netskope-threat-labs-details-a-google-ads-delivered-fake-security-locker/#blogposting",
"@type": "BlogPosting",
"headline": "Netskope Threat Labs details a Google Ads-delivered fake security locker",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "John Carlo Marquez"
},
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/netskope/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/netskope/",
"name": "Netskope"
},
"url": "https://www.netskope.com/blog/a-fake-security-locker-delivered-by-google-ads"
},
"url": "https://decisioninsights.ai/netskope-threat-labs-details-a-google-ads-delivered-fake-security-locker/"
},
{
"@id": "https://decisioninsights.ai/aviz-outlines-nvidia-ai-factory-operations/#blogposting",
"@type": "BlogPosting",
"headline": "Aviz outlines NVIDIA AI factory operations",
"isBasedOn": {
"@type": "CreativeWork",
"url": "https://aviznetworks.com/resources/blogs/if-you-bought-a-ferrari-dont-starve-it"
},
"url": "https://decisioninsights.ai/aviz-outlines-nvidia-ai-factory-operations/"
},
{
"@id": "https://decisioninsights.ai/google-details-how-gemini-reached-real-organizations-during-irregular-test/#blogposting",
"@type": "BlogPosting",
"headline": "Google details how Gemini reached real organizations during Irregular test",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Scott Hogrefe"
},
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/netskope/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/netskope/",
"name": "Netskope"
},
"url": "https://www.netskope.com/blog/geminis-breakout-is-a-reminder-the-basics-still-matter"
},
"url": "https://decisioninsights.ai/google-details-how-gemini-reached-real-organizations-during-irregular-test/"
},
{
"@id": "https://decisioninsights.ai/netskope-outlines-a-four-step-approach-to-securing-federal-ai-use-cases/#blogposting",
"@type": "BlogPosting",
"headline": "Netskope Outlines a Four-Step Approach to Securing Federal AI Use Cases",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Mark Mitchell"
},
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/netskope/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/netskope/",
"name": "Netskope"
},
"url": "https://www.netskope.com/blog/government-ai-use-cases-have-passed-3600-security-must-catch-up"
},
"url": "https://decisioninsights.ai/netskope-outlines-a-four-step-approach-to-securing-federal-ai-use-cases/"
},
{
"@id": "https://decisioninsights.ai/netskope-introduces-skylight-agent-action-control-for-pre-execution-policies/#blogposting",
"@type": "BlogPosting",
"headline": "Netskope introduces Skylight Agent Action Control for pre-execution policies",
"isBasedOn": {
"@type": "CreativeWork",
"author": {
"@type": "Person",
"name": "Scott Hogrefe"
},
"sourceOrganization": {
"@id": "https://decisioninsights.ai/registry/netskope/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/netskope/",
"name": "Netskope"
},
"url": "https://www.netskope.com/blog/introducing-netskope-skylight-ai-security"
},
"url": "https://decisioninsights.ai/netskope-introduces-skylight-agent-action-control-for-pre-execution-policies/"
}
],
"url": "https://perspective.finos.org/"
}
Graph
A protocol or open source project has no press office, and often no site of its own to publish from at all. Nothing shows the coverage written about it elsewhere. We track and link every article that does.
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.
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.
The person who sent this agent gets an answer they can act on
Somebody dispatched this agent to evaluate Perspective for a real decision: a shortlist, a vendor comparison, a purchase. "Perspective makes X" isn't something they can act on; they need to know the claim is real and where it came from. Follow one enriched link from Act 2 and see what the agent can actually hand back to them:
- The record SoftwareSourceCode Perspective https://decisioninsights.ai/projects/perspective/
- One of its 12 linked records BlogPosting Aviz details AI agents for network operations automation https://decisioninsights.ai/aviz-details-ai-agents-for-network-operations-automation/
- The primary source CreativeWork aviznetworks.com https://aviznetworks.com/resources/blogs/what-are-aviz-ai-agents-and-how-do-they-reduce-network-operations-toil
Our summary is written by Decision Insights Record. The source keeps its own byline. Both are in the JSON.