Verification and Validation (V&V)
Human View is the term 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-glossary --slug verification-and-validation-vv
GET https://api.decisioninsights.ai/api/public/v1/glossary/ef72fabc-b9a2-4936-842a-1d7c3a483ef6
curl -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":{"slug":"verification-and-validation-vv"},"name":"di_get_term"}}'
The CLI command and the REST call for this record need a free account: run di login, or send your OAuth token. Over MCP it is free with none.
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/term/verification-and-validation-vv/#definedterm",
"@type": "DefinedTerm",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "Open source projects",
"value": 2
},
{
"@type": "PropertyValue",
"name": "Organizations tagged",
"value": 12
},
{
"@type": "PropertyValue",
"name": "Organizations",
"propertyID": "https://decisioninsights.ai/ns#taggedOrganizations",
"value": [
{
"@id": "https://decisioninsights.ai/registry/assinelm/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/assinelm/",
"name": "Assinelm"
},
{
"@id": "https://decisioninsights.ai/registry/hcl-technologies/butler-aerospace-defense/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/hcl-technologies/butler-aerospace-defense/",
"name": "Butler Aerospace \u0026 Defense"
},
{
"@id": "https://decisioninsights.ai/registry/foretellix/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/foretellix/",
"name": "Foretellix"
},
{
"@id": "https://decisioninsights.ai/registry/gvsc/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/gvsc/",
"name": "GVSC"
},
{
"@id": "https://decisioninsights.ai/registry/hcl-enterprise/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/hcl-enterprise/",
"name": "HCL Enterprise"
},
{
"@id": "https://decisioninsights.ai/registry/kcb-engineering-consulting/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/kcb-engineering-consulting/",
"name": "KCB | Engineering Consulting"
},
{
"@id": "https://decisioninsights.ai/registry/leitwerk-france/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/leitwerk-france/",
"name": "LEITWERK FRANCE"
},
{
"@id": "https://decisioninsights.ai/registry/ohb-sweden/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/ohb-sweden/",
"name": "OHB Sweden"
},
{
"@id": "https://decisioninsights.ai/registry/planet-ic/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/planet-ic/",
"name": "PLANET IC"
},
{
"@id": "https://decisioninsights.ai/registry/synopsys/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/synopsys/",
"name": "Synopsys"
},
{
"@id": "https://decisioninsights.ai/registry/validato/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/validato/",
"name": "Validato"
},
{
"@id": "https://decisioninsights.ai/registry/zealot-aerospace-and-defense/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/zealot-aerospace-and-defense/",
"name": "Zealot (Aerospace and Defense)"
}
]
},
{
"@type": "PropertyValue",
"name": "Related terms",
"valueReference": [
{
"@id": "https://decisioninsights.ai/term/independent-verification-and-validation-ivv/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/independent-verification-and-validation-ivv/",
"name": "Independent Verification and Validation"
},
{
"@id": "https://decisioninsights.ai/term/data-validation/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/data-validation/",
"name": "Data Validation"
},
{
"@id": "https://decisioninsights.ai/term/data-integrity-verification/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/data-integrity-verification/",
"name": "Data Integrity Verification"
},
{
"@id": "https://decisioninsights.ai/term/security-control-validation-scv/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/security-control-validation-scv/",
"name": "Security Control Validation"
},
{
"@id": "https://decisioninsights.ai/term/automated-model-verification/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/automated-model-verification/",
"name": "Automated Model Verification"
},
{
"@id": "https://decisioninsights.ai/term/automated-data-validation/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/automated-data-validation/",
"name": "Automated Data Validation"
},
{
"@id": "https://decisioninsights.ai/term/third-party-validation/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/third-party-validation/",
"name": "Third-Party Validation"
},
{
"@id": "https://decisioninsights.ai/term/verifiable-credential-vc/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/verifiable-credential-vc/",
"name": "Verifiable Credential"
}
]
}
],
"description": "Verification and validation is a paired quality assurance discipline in which organizations confirm that systems conform to specified requirements (verification) and that they satisfy intended user needs and operational use cases (validation), supporting risk management, reliability, and regulatory compliance in enterprise environments.",
"inDefinedTermSet": {
"@id": "https://decisioninsights.ai/term/#termset",
"@type": "DefinedTermSet",
"url": "https://decisioninsights.ai/term/"
},
"name": "Verification and Validation",
"termCode": "V\u0026V",
"url": "https://decisioninsights.ai/term/verification-and-validation-vv/"
}
{
"@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.",
"legalName": "Wiretap Labs, LLC",
"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/term/",
"name": "Glossary",
"position": 2
},
{
"@type": "ListItem",
"item": "https://decisioninsights.ai/term/verification-and-validation-vv/",
"name": "Verification and Validation",
"position": 3
}
]
}
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/term/verification-and-validation-vv/",
"@type": "CollectionPage",
"dateModified": "2026-08-24T01:36:31Z",
"description": "Verification and validation is a paired quality assurance discipline in which organizations confirm that systems conform to specified requirements (verification) and that they satisfy intended user needs and operational use cases (validation), supporting risk management, reliability, and regulatory compliance in enterprise environments.",
"isPartOf": {
"@id": "https://decisioninsights.ai/#website"
},
"mainEntity": {
"@id": "https://decisioninsights.ai/term/verification-and-validation-vv/#definedterm"
},
"name": "Verification and Validation",
"sdDatePublished": "2026-08-24",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/term/verification-and-validation-vv/"
}
Counted facts
A dictionary definition doesn't say how often a term is actually used. This counts it across the graph -- articles that mention it, open source projects tagged with it, and the organizations tagged with it, listed here alongside the count. A term has no peer companies, and nothing here claims otherwise.