Fastr
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 5d3c4373-2909-4dfa-91e6-81eadf065c45GET https://api.decisioninsights.ai/api/public/v1/companies/5d3c4373-2909-4dfa-91e6-81eadf065c45curl -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":"5d3c4373-2909-4dfa-91e6-81eadf065c45"},"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/fastr/#organization",
"@type": "Organization",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "Related organizations",
"propertyID": "https://decisioninsights.ai/ns#relatedOrganizations",
"value": [
{
"@id": "https://decisioninsights.ai/registry/numfocus/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/numfocus/",
"name": "NumFOCUS"
},
{
"@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/lawrence-berkeley-national-laboratory/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/lawrence-berkeley-national-laboratory/",
"name": "Lawrence Berkeley National Laboratory"
},
{
"@id": "https://decisioninsights.ai/registry/cern-internet-exchange-point-cixp/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/cern-internet-exchange-point-cixp/",
"name": "CERN"
},
{
"@id": "https://decisioninsights.ai/registry/sinet-2/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/sinet-2/",
"name": "Sinet"
},
{
"@id": "https://decisioninsights.ai/registry/digitalocean/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/digitalocean/",
"name": "DigitalOcean"
},
{
"@id": "https://decisioninsights.ai/registry/clearml/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/clearml/",
"name": "ClearML"
},
{
"@id": "https://decisioninsights.ai/registry/opensuse/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/opensuse/",
"name": "openSUSE"
}
]
},
{
"@type": "PropertyValue",
"name": "Segment",
"value": "Health Care / Pharmaceuticals, Biotechnology \u0026 Life Sciences / Life Sciences Tools \u0026 Services"
}
],
"description": "Fastr is an open source Python framework for building and running reproducible scientific data processing workflows.",
"keywords": [
"Bioinformatics Analysis",
"Cloud Native",
"Components",
"Data",
"Data Pipelines",
"Datasets",
"High performance computing",
"Open Source",
"Orchestration",
"Python",
"Workflow Orchestration"
],
"knowsAbout": [
{
"@id": "https://decisioninsights.ai/term/bioinformatics-analysis/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/bioinformatics-analysis/",
"name": "Bioinformatics Analysis"
},
{
"@id": "https://decisioninsights.ai/term/cloud-native/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/cloud-native/",
"name": "Cloud Native"
},
{
"@id": "https://decisioninsights.ai/term/components/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/components/",
"name": "Components"
},
{
"@id": "https://decisioninsights.ai/term/data-pipelines/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/data-pipelines/",
"name": "Data Pipelines"
},
{
"@id": "https://decisioninsights.ai/term/datasets/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/datasets/",
"name": "Datasets"
},
{
"@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/open-source/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/open-source/",
"name": "Open Source"
},
{
"@id": "https://decisioninsights.ai/term/orchestration/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/orchestration/",
"name": "Orchestration"
},
{
"@id": "https://decisioninsights.ai/term/python/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/python/",
"name": "Python"
},
{
"@id": "https://decisioninsights.ai/term/workflow-orchestration/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/workflow-orchestration/",
"name": "Workflow Orchestration"
}
],
"logo": {
"@type": "ImageObject",
"url": "https://img.logo.dev/fastr.co.za?token=pk_CZeihPN_TrqRBIQ1KAv4yQ"
},
"mainEntityOfPage": "https://decisioninsights.ai/registry/fastr/",
"name": "Fastr"
}
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/fastr/",
"name": "Fastr",
"position": 3
}
]
}
ProfilePage
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/registry/fastr/",
"@type": "ProfilePage",
"dateModified": "2026-10-23T10:18:49Z",
"isPartOf": {
"@id": "https://decisioninsights.ai/#website"
},
"mainEntity": {
"@id": "https://decisioninsights.ai/registry/fastr/#organization"
},
"sdDatePublished": "2026-10-23",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/registry/fastr/"
}
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.
Bioinformatics Analysis https://decisioninsights.ai/term/bioinformatics-analysis/
Cloud Native https://decisioninsights.ai/term/cloud-native/
Components https://decisioninsights.ai/term/components/
and 7 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.
Related organizations NumFOCUS, Voltage Park, Lawrence Berkeley National Laboratory, CERN, Sinet, DigitalOcean, ClearML, openSUSE
Industry classification
No company publishes a structured, queryable industry classification on its own site -- we track and verify it.
Segment Health Care / Pharmaceuticals, Biotechnology & Life Sciences / Life Sciences Tools & Services