Great Expectations
Great Expectations is an open source data quality framework for defining, validating, and documenting enterprise data expectations.
- greatexpectations.io
- 20 topics
- Updated Oct 27, 2026
Unclaimed listing. Is this Great Expectations? Claim it, free
What this record adds to Great Expectations's own site
Great Expectations's site tells an agent what Great Expectations offers. This record adds what a company can't say about itself: who confirms it, who writes about it, and where it sits among its peers. Every line says where it came from.
Confirmed identity
The website, legal name and two profiles (LinkedIn, X) matched to one company, so an agent knows it has the right Great Expectations.
Market context
Industry, 20 topics, peers and segments from a graph of thousands of companies, refreshed nightly, so an agent can compare without guessing.
Get this record
The same record, three ways in. No key needed to try it.
MCP
Add https://mcp.decisioninsights.ai/api/mcp-public to your agent, then ask about Great Expectations. Or test it now:
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":{"website":"greatexpectations.io"},"name":"di_get_company"}}'REST
GET https://api.decisioninsights.ai/api/public/v1/companies/de46461c-8693-4bc8-99b5-95e9b46dbf7aCLI
di get-company --website greatexpectations.ioConnect your agent (MCP) REST API and CLI docs Free on every plan. Plans set how much of the graph each answer includes.
How an agent can check this record before relying on it
This record makes claims about Great Expectations. Before an agent repeats one, it should be able to confirm it without taking our word for it. Each row is one check, what the record shows for Great Expectations today, and where an agent finds it in the data.
| The check | What the record shows | Where it is in the data |
|---|---|---|
| The domain is theirs | greatexpectations.io, matched to the company and its legal name | url, legalName |
| Their profiles agree | 2 profiles confirmed as the same company | sameAs |
| They fit their market | 20 topics, with peers in the same segments | knowsAbout |
| Agent Ready | Red 17 of 100 on Stringer's Agent Readiness score, checked October 25, 2026. Not Agent Ready yet.Stringer ID greatexpectations.io · stringer.ai/verified/greatexpectations.io | additionalProperty"Agent Readiness" |
| Verified | Not claimed Great Expectations hasn't claimed this listing, so everything in it comes from public sources. | additionalProperty"Listing status" |
View the raw record (JSON-LD)
[
{
"@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}&submit=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/registry/",
"name": "Registry",
"position": 2
},
{
"@type": "ListItem",
"item": "https://decisioninsights.ai/registry/great-expectations/",
"name": "Great Expectations",
"position": 3
}
]
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/registry/great-expectations/#organization",
"@type": "Organization",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "Open source projects",
"value": 1
},
{
"@type": "PropertyValue",
"name": "Related organizations",
"propertyID": "https://decisioninsights.ai/ns#relatedOrganizations",
"value": [
{
"@id": "https://decisioninsights.ai/registry/dagster/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/dagster/",
"name": "Dagster"
},
{
"@id": "https://decisioninsights.ai/registry/prefect/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/prefect/",
"name": "Prefect Technologies, Inc."
},
{
"@id": "https://decisioninsights.ai/registry/databricks/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/databricks/",
"name": "Databricks"
},
{
"@id": "https://decisioninsights.ai/registry/cloudera/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/cloudera/",
"name": "Cloudera"
},
{
"@id": "https://decisioninsights.ai/registry/clearml/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/clearml/",
"name": "ClearML"
},
{
"@id": "https://decisioninsights.ai/registry/deepseek/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/deepseek/",
"name": "DeepSeek"
},
{
"@id": "https://decisioninsights.ai/registry/upsolver/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/upsolver/",
"name": "Upsolver"
},
{
"@id": "https://decisioninsights.ai/registry/polars-data/#organization",
"@type": "Organization",
"mainEntityOfPage": "https://decisioninsights.ai/registry/polars-data/",
"name": "polars data"
}
]
},
{
"@type": "PropertyValue",
"name": "Segment",
"value": "Information Technology / Software & Services / IT Services / Data Processing & Outsourced Services"
},
{
"@type": "PropertyValue",
"name": "Projects",
"propertyID": "https://decisioninsights.ai/ns#ownedProjects",
"value": [
{
"@id": "https://decisioninsights.ai/projects/great-expectations/#project",
"@type": "SoftwareSourceCode",
"mainEntityOfPage": "https://decisioninsights.ai/projects/great-expectations/",
"name": "Great Expectations"
}
]
},
{
"@type": "PropertyValue",
"description": "17 of 100 on Stringer's Agent Readiness score, checked October 25, 2026. Not Agent Ready yet.",
"identifier": "greatexpectations.io",
"maxValue": 100,
"minValue": 0,
"name": "Agent Readiness",
"propertyID": "https://decisioninsights.ai/ns#agentReadiness",
"url": "https://stringer.ai/verified/greatexpectations.io/",
"value": 17,
"valueReference": {
"@type": "DefinedTerm",
"name": "Red",
"termCode": "red"
}
},
{
"@type": "PropertyValue",
"description": "Great Expectations hasn't claimed this listing, so everything in it comes from public sources.",
"name": "Listing status",
"propertyID": "https://decisioninsights.ai/ns#listingStatus",
"value": "Not claimed"
}
],
"address": {
"@type": "PostalAddress",
"addressCountry": "US",
"addressLocality": "Remote",
"addressRegion": "OR",
"postalCode": "97458"
},
"description": "Great Expectations is an open source data quality framework for defining, validating, and documenting enterprise data expectations.",
"keywords": [
"Cloud",
"Code Review",
"Components",
"Continuous Integration and Continuous Deployment",
"Datasets",
"Enterprise",
"Extract, Load, Transform",
"Extract, Transform, Load",
"IT Governance",
"Machine Learning",
"Observability",
"on-premises",
"Open Source",
"Orchestration",
"Software",
"Visibility"
],
"knowsAbout": [
{
"@id": "https://decisioninsights.ai/term/ai-infrastructure/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/ai-infrastructure/",
"name": "AI infrastructure"
},
{
"@id": "https://decisioninsights.ai/term/cloud/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/cloud/",
"name": "Cloud"
},
{
"@id": "https://decisioninsights.ai/term/code-review/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/code-review/",
"name": "Code Review"
},
{
"@id": "https://decisioninsights.ai/term/components/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/components/",
"name": "Components"
},
{
"@id": "https://decisioninsights.ai/term/continuous-integration-and-continuous-deployment-cicd/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/continuous-integration-and-continuous-deployment-cicd/",
"name": "Continuous Integration and Continuous Deployment"
},
{
"@id": "https://decisioninsights.ai/term/cybersecurity/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/cybersecurity/",
"name": "Cybersecurity"
},
{
"@id": "https://decisioninsights.ai/term/data-center/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/data-center/",
"name": "Data Center"
},
{
"@id": "https://decisioninsights.ai/term/datasets/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/datasets/",
"name": "Datasets"
},
{
"@id": "https://decisioninsights.ai/term/enterprise/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/enterprise/",
"name": "Enterprise"
},
{
"@id": "https://decisioninsights.ai/term/extract-load-transform-elt/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/extract-load-transform-elt/",
"name": "Extract, Load, Transform"
},
{
"@id": "https://decisioninsights.ai/term/extract-transform-load-etl/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/extract-transform-load-etl/",
"name": "Extract, Transform, Load"
},
{
"@id": "https://decisioninsights.ai/term/it-governance/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/it-governance/",
"name": "IT Governance"
},
{
"@id": "https://decisioninsights.ai/term/machine-learning-ml/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/machine-learning-ml/",
"name": "Machine Learning"
},
{
"@id": "https://decisioninsights.ai/term/observability/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/observability/",
"name": "Observability"
},
{
"@id": "https://decisioninsights.ai/term/on-premises-on-prem/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/on-premises-on-prem/",
"name": "on-premises"
},
{
"@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/software/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/software/",
"name": "Software"
},
{
"@id": "https://decisioninsights.ai/term/sd-storage/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/sd-storage/",
"name": "Storage"
},
{
"@id": "https://decisioninsights.ai/term/visibility/#definedterm",
"@type": "DefinedTerm",
"mainEntityOfPage": "https://decisioninsights.ai/term/visibility/",
"name": "Visibility"
}
],
"legalName": "Great Expectations Labs Inc",
"mainEntityOfPage": "https://decisioninsights.ai/registry/great-expectations/",
"name": "Great Expectations",
"sameAs": [
"https://www.linkedin.com/company/greatexpectations-data",
"https://x.com/expectgreatdata"
],
"url": "https://greatexpectations.io"
},
{
"@context": "https://schema.org",
"@id": "https://decisioninsights.ai/registry/great-expectations/",
"@type": "ProfilePage",
"dateModified": "2026-10-27T10:22:42Z",
"isPartOf": {
"@id": "https://decisioninsights.ai/#website"
},
"mainEntity": {
"@id": "https://decisioninsights.ai/registry/great-expectations/#organization"
},
"sdDatePublished": "2026-10-27",
"sdPublisher": {
"@id": "https://decisioninsights.ai/#organization"
},
"url": "https://decisioninsights.ai/registry/great-expectations/"
},
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"acceptedAnswer": {
"@type": "Answer",
"text": "Great Expectations is an open source data quality framework for defining, validating, and documenting enterprise data expectations."
},
"name": "Who is Great Expectations?"
},
{
"@type": "Question",
"acceptedAnswer": {
"@type": "Answer",
"text": "Great Expectations competes in: Information Technology / Software & Services / IT Services / Data Processing & Outsourced Services."
},
"name": "What does Great Expectations compete in?"
},
{
"@type": "Question",
"acceptedAnswer": {
"@type": "Answer",
"text": "Great Expectations appears across 1 open source project to date."
},
"name": "How much coverage does Great Expectations have on Decision Insights?"
}
]
}
]