Human View is the company as people read it. Machine View is the same record as agents receive it. Machine Customer Index is how ready the company is for machine customers.
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.
The record
This is what the machine sees: the exact JSON-LD an agent receives for this listing.
WebSite
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Organization
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BreadcrumbList
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Corporation
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{
"@id": "https://decisioninsights.ai/sonic-helps-fortune-500-cios-shorten-networking-refresh-cycles/#blogposting",
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"headline": "SONiC Helps Fortune 500 CIOs Shorten Networking Refresh Cycles",
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},
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{
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},
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},
"url": "https://decisioninsights.ai/data-center-networking-and-telemetry-as-a-foundation-for-ai-agents-at-cisco/"
},
{
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"mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
"name": "Aviz Networks"
},
"url": "https://aviznetworks.com/resources/blogs/where-the-ai-conversation-starts-vs-where-the-real-change-happens"
},
"url": "https://decisioninsights.ai/where-the-ai-conversation-starts-vs.-where-change-happens/"
},
{
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"@type": "NewsArticle",
"headline": "Rapid7 Reports Inducement Grants under Nasdaq Listing Rule 5635(c)(4)",
"isBasedOn": {
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},
"url": "https://decisioninsights.ai/rapid7-reports-inducement-grants-under-nasdaq-listing-rule-5635c4/"
},
{
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"isBasedOn": {
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"name": "Vishal Shukla"
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},
"url": "https://decisioninsights.ai/sonic-reports-lower-per-gigabit-costs-as-refresh-cycles-shorten/"
},
{
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"@type": "BlogPosting",
"headline": "Nvidia Broadcom Zscaler and others report Feb 2026 - Week of February 9, 2026",
"url": "https://decisioninsights.ai/nvidia-broadcom-zscaler-and-others-report-feb-2026-week-of-february-9-2026/"
},
{
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"@type": "BlogPosting",
"headline": "AI infrastructure CAPEX and enterprise networking, security updates - Week of February 9, 2026",
"url": "https://decisioninsights.ai/ai-infrastructure-capex-and-enterprise-networking-security-updates-week-of-february-9-2026/"
},
{
"@id": "https://decisioninsights.ai/linkedin-details-adoption-of-sonic/#blogposting",
"@type": "BlogPosting",
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"isBasedOn": {
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"author": {
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"name": "Aviz Networks"
},
"url": "https://aviznetworks.com/resources/blogs/sonic-adoption-at-linkedin-explained-a-conversation-with-zaid-kahn-episode-8"
},
"url": "https://decisioninsights.ai/linkedin-details-adoption-of-sonic/"
},
{
"@id": "https://decisioninsights.ai/aviz-networks-details-aviz-certified-sonic-professional-exam/#blogposting",
"@type": "BlogPosting",
"headline": "Aviz Networks details Aviz Certified SONiC Professional exam",
"isBasedOn": {
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"author": {
"@type": "Person",
"name": "Naresh Kumar"
},
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"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
"name": "Aviz Networks"
},
"url": "https://aviznetworks.com/resources/blogs/elevate-your-career-with-aviz-certified-sonic-professional"
},
"url": "https://decisioninsights.ai/aviz-networks-details-aviz-certified-sonic-professional-exam/"
},
{
"@id": "https://decisioninsights.ai/pax8-names-avery-moon-as-chief-technology-officer/#blogposting",
"@type": "NewsArticle",
"headline": "Pax8 names Avery Moon as chief technology officer",
"isBasedOn": {
"@type": "CreativeWork",
"sourceOrganization": {
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"name": "GlobeNewswire"
},
"url": "https://www.globenewswire.com/news-release/2026/01/07/3214722/0/en/Pax8-Names-Avery-Moon-as-Chief-Technology-Officer.html"
},
"url": "https://decisioninsights.ai/pax8-names-avery-moon-as-chief-technology-officer/"
},
{
"@id": "https://decisioninsights.ai/mavenir-cognizant-supermicro-ai-and-infrastructure-updates-week-of-december-15-2025/#blogposting",
"@type": "BlogPosting",
"headline": "Mavenir Cognizant Supermicro AI and infrastructure updates - Week of December 15, 2025",
"url": "https://decisioninsights.ai/mavenir-cognizant-supermicro-ai-and-infrastructure-updates-week-of-december-15-2025/"
},
{
"@id": "https://decisioninsights.ai/registry/microsoft/linkedin/#audience-classification"
}
],
"url": "https://linkedin.com"
}
ProfilePage
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"@id": "https://decisioninsights.ai/registry/microsoft/linkedin/",
"@type": "ProfilePage",
"dateModified": "2026-09-22T10:15:16Z",
"isPartOf": {
"@id": "https://decisioninsights.ai/#website"
},
"mainEntity": {
"@id": "https://decisioninsights.ai/registry/microsoft/linkedin/#organization"
},
"sdDatePublished": "2026-09-22",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/registry/microsoft/linkedin/"
}
ItemPage
{
"@context": "https://schema.org",
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"@type": "ItemPage",
"audience": [
{
"@type": "Audience",
"additionalType": "Seniority",
"audienceType": "C Level / Executive Team"
},
{
"@type": "Audience",
"additionalType": "Job function",
"audienceType": "Chief Information Officer"
},
{
"@type": "Audience",
"additionalType": "Buyer role",
"audienceType": "Decision Maker / Budget Holder"
},
{
"@type": "Audience",
"additionalType": "Adoption curve",
"audienceType": "Early Adopters"
},
{
"@type": "Audience",
"additionalType": "Technology maturity",
"audienceType": "Operational Expansion"
},
{
"@type": "Audience",
"additionalType": "Industry",
"audienceType": "Information Technology / Technology Hardware \u0026 Equipment / Communications Equipment / Computer Networking"
}
],
"mainEntity": {
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},
"url": "https://decisioninsights.ai/registry/microsoft/linkedin/"
}
What we add
Verified identity
Their site says "follow us on LinkedIn." It doesn't say which LinkedIn page is verifiably this company, so an agent has to guess. We resolve it.
linkedin.com https://www.linkedin.com/company/linkedin
x.com https://x.com/linkedin
facebook.com https://www.facebook.com/linkedin
crunchbase.com https://www.crunchbase.com/organization/linkedin
Graph
Their site lists their own press releases. A newswire only carries those same releases. Neither shows the articles written about them elsewhere. We track and link every one.
BlogPosting SONiC Helps Fortune 500 CIOs Shorten Networking Refresh Cycles
BlogPosting Neuron Factory CEO Zaid Kahn Details LinkedIn SONiC Adoption
BlogPosting Data Center Networking and Telemetry as a Foundation for AI Agents at Cisco
and 10 more on this page
Corporate structure
No company reliably self-reports its own parent or subsidiaries. We track and verify it.
Microsoft https://decisioninsights.ai/registry/microsoft/
Records on file
A wire feed doesn't tell you whether a fact came from the company's own press release or an independent reporter. We classify every source.
Company-Sourced 8
Newswire 4
Decision Insights Brief 2
Other 6
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/
Authentication https://decisioninsights.ai/term/authentication/
Automation https://decisioninsights.ai/term/automation/
and 6 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.
Articles mentioning this entity 21
First covered 2025-03-20
Related organizations Reliance Industries Limited, Moxa, NocoDB, Sony Semiconductors, SOAX, Tencent Cloud, Restic, Thomson Data
Decision Insights Brief articles 2
Industry classification
No company publishes a structured, queryable industry classification on its own site -- we track and verify it.
Segment Information Technology / Software & Services / IT Services / Internet Services & Infrastructure
The person who sent this agent gets an answer they can act on
Somebody dispatched this agent to evaluate LinkedIn for a real decision: a shortlist, a vendor comparison, a purchase. "LinkedIn 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 Corporation LinkedIn https://decisioninsights.ai/registry/microsoft/linkedin/
- One of its 13 linked records BlogPosting SONiC Helps Fortune 500 CIOs Shorten Networking Refresh Cycles https://decisioninsights.ai/sonic-helps-fortune-500-cios-shorten-networking-refresh-cycles/
- The primary source CreativeWork aviznetworks.com https://aviznetworks.com/resources/blogs/f500-leaders-breaking-networking-refresh-treadmill
Our summary is written by Decision Insights Coverage. The source keeps its own byline. Both are in the JSON.