BBI
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 a0fc178c-eaef-437e-81f1-657e872d6a03GET https://api.decisioninsights.ai/api/public/v1/companies/a0fc178c-eaef-437e-81f1-657e872d6a03curl -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":"a0fc178c-eaef-437e-81f1-657e872d6a03"},"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/bbi-2/#organization",
"@type": "Organization",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "Segment",
"value": "Industrials / Commercial \u0026 Professional Services / Professional Services"
}
],
"description": "BBI is a Botswana-associated commercial organization whose specific offerings are described here only at the general category level.",
"keywords": [
"Business Operations",
"Data",
"Data Protection",
"Economy",
"Enterprise",
"Market",
"Operational Continuity",
"Professional Services",
"Risk Assessment",
"Services",
"Standards",
"Transport Layer Security"
],
"knowsAbout": [
{
"@id": "https://decisioninsights.ai/term/business-operations/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/business-operations/",
"name": "Business Operations"
},
{
"@id": "https://decisioninsights.ai/term/data-protection/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/data-protection/",
"name": "Data Protection"
},
{
"@id": "https://decisioninsights.ai/term/economy/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/economy/",
"name": "Economy"
},
{
"@id": "https://decisioninsights.ai/term/enterprise/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/enterprise/",
"name": "Enterprise"
},
{
"@id": "https://decisioninsights.ai/term/market/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/market/",
"name": "Market"
},
{
"@id": "https://decisioninsights.ai/term/operational-continuity/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/operational-continuity/",
"name": "Operational Continuity"
},
{
"@id": "https://decisioninsights.ai/term/professional-services/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/professional-services/",
"name": "Professional Services"
},
{
"@id": "https://decisioninsights.ai/term/risk-assessment/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/risk-assessment/",
"name": "Risk Assessment"
},
{
"@id": "https://decisioninsights.ai/term/services/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/services/",
"name": "Services"
},
{
"@id": "https://decisioninsights.ai/term/standards/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/standards/",
"name": "Standards"
},
{
"@id": "https://decisioninsights.ai/term/transport-layer-security-tls/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/transport-layer-security-tls/",
"name": "Transport Layer Security"
}
],
"logo": {
"@type": "ImageObject",
"url": "https://img.logo.dev/bbi.co.bw?token=pk_CZeihPN_TrqRBIQ1KAv4yQ"
},
"mainEntityOfPage": "https://decisioninsights.ai/registry/bbi-2/",
"name": "BBI"
}
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/bbi-2/",
"name": "BBI",
"position": 3
}
]
}
ProfilePage
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/registry/bbi-2/",
"@type": "ProfilePage",
"dateModified": "2026-10-21T12:03:00Z",
"isPartOf": {
"@id": "https://decisioninsights.ai/#website"
},
"mainEntity": {
"@id": "https://decisioninsights.ai/registry/bbi-2/#organization"
},
"sdDatePublished": "2026-10-21",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/registry/bbi-2/"
}
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.
Business Operations https://decisioninsights.ai/term/business-operations/
Data Protection https://decisioninsights.ai/term/data-protection/
Economy https://decisioninsights.ai/term/economy/
and 8 more
Industry classification
No company publishes a structured, queryable industry classification on its own site -- we track and verify it.
Segment Industrials / Commercial & Professional Services / Professional Services