emerging · 0.3 capability actionresource

Data Quality

Score 22.8 / 100 64 providers +15 via APIs 29 APIs Search apis.io →
Business capabilities this tag reaches
Information & Data Management 5

Providers using this tag (64)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 8 Complete, well-documented, and agent-ready
SodaAIOpsData ObservabilityData Contracts1 API71.1Monte CarloData ObservabilityData ReliabilityData Lake1 API71.8SiffletCompanyData AnalyticsData Observability1 API71.4DelxAgentsAI AgentsMCPA2A2 APIs71.0AcceldataAI AgentsData ManagementData ObservabilityData Pipeline3 APIs69.3ZeroBounceEmail VerificationEmail DeliverabilityMarketingLead Scoring1 API69.1MailboxlayerEmailEmail VerificationSMTPMX Records2 APIs68.9HumanMirrorCompanyAI AgentsAgent SecurityPrompt Injection Defense17 APIs67.1
Strong 11 Solid coverage with minor gaps
MetaplaneAIOpsData ObservabilityAnomaly Detection1 API60.7LightupData ObservabilityData MonitoringAnomaly Detection1 API57.5BigeyeCompanyData ObservabilityData Lineage3 APIs55.1KickboxEmail VerificationDeliverabilityEmail2 APIs65.7NeverBounceEmail VerificationEmail HygieneDeliverabilityMarketing1 API64.7RefuelArtificial IntelligenceLLMData LabelingData Enrichment3 APIs62.9DecubeCompanyData ObservabilityData GovernanceData Catalog1 API58.4ExperianCompanyCredit BureauCredit ReportingIdentity Verification11 APIs57.9SyncariCompanyMaster Data Managementdata-unificationData Integration2 APIs57.2TalendAPI ManagementData IntegrationETL16 APIs56.6ObservePointCompanyweb-governanceTag Managementanalytics-validation3 APIs54.8
Developing 15 Usable, with meaningful gaps to close
InformaticaAddress VerificationB2B GatewayCloud ServicesData Governance1 API52.3ValidioCompanyObservabilityData Lineage2 APIs49.7AtaccamaCompanyData GovernanceArtificial Intelligence5 APIs48.2DataedoData GovernanceMetadata ManagementData Catalog2 APIs39.4TenyksCompanyComputer VisionMachine LearningMLOps1 API52.8LoqateAddress ValidationEmail VerificationPhone Validation1 API52.6RevefiDataData ObservabilityFinOps1 API51.7SecodaCompanyDeveloper ToolsData CatalogData Governance1 API49.5uCheckerEmail VerificationEmailSMTPDNS1 API48.9RowGuard API CatalogCSVValidationImport1 API48.4EU Open Data PortalGovernmentOpen DataSPARQLEU12 APIs46.2VeratoCompanyCybersecurityHealthcareIdentity3 APIs43.5Orderly HealthCompanyHealthcareProvider DataProvider Directory1 API42.5OpenpriseData AutomationData OrchestrationAI Orchestration1 API40.8AlationData CatalogData GovernanceData IntelligenceData Lineage4 APIs39.6
Thin 14 Limited public surface area
OpenMetadataData CatalogMetadataData GovernanceData Lineage1 API38.5LumeCompanyData IntegrationData MappingETL1 API36.2AnomaloData ObservabilityData MonitoringAnomaly Detection19 APIs33.9ReltioCompanyData AnalyticsMaster Data ManagementMDM1 API38.8InfuseAICompanyDataData Engineering38.5SapienCompanyArtificial IntelligenceData Labeling1 API38.2BruinCompanyDataData EngineeringData Pipeline36.6Catalog Guard APIE-Commercecatalog-validationShopify1 API36.6TerminusCompanyAccount Based MarketingMarketingAdvertising3 APIs36.6DatafoldData ReliabilityData DiffColumn-Level Lineage1 API35.9CleanlabArtificial IntelligenceLLMTrustworthiness1 API35.3Evidently AIML MonitoringLLM ObservabilityData DriftModel Performance1 API33.2Monte CarloData ObservabilityData MonitoringData Lineage1 API31.2OpenAQData1 API28.2
Emerging 13 Early or largely undocumented
SuperconductiveCompanyDataData Validation25.2EntytleCompanyEnterpriseInstalled Base IntelligenceAftermarket25.7IntrohiveCompanyRelationship IntelligenceCRMData Automation1 API25.0DatameerCompanyEnterpriseAnalyticsData21.6TrifactaCompanyData PreparationData WranglingData Engineering1 API21.2PantomathCompanyData ObservabilityData OperationsData Pipeline Monitoring19.6SecuritiData SecurityPrivacyAI GovernanceAI Security19.0InstanceCompanyRoboticsMachine LearningVerification1 API17.2CollibraData GovernanceData ManagementData Catalog7 APIs16.6Bean ValidationBean ValidationJavaValidation3 APIs16.4DucoCompanyFinancial ServicesData AutomationReconciliation16.4DatabandCompanyEnterpriseData ObservabilityData Engineering16.1One DataCompanyAi Enterprise SoftwareData ManagementData Governance15.5
Minimal 3 Almost no public developer surface
OsmosCompanyData IngestionData OnboardingData Integration5.3GovernataCompanyData GovernanceData ManagementMaster Data Management4.9Federal Committee on Statistical MethodologyFederal GovernmentStatistical MethodologyStatistics4.2

APIs with this tag (29)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 7 Complete, well-documented, and agent-ready
RudderStack Tracking Plan APIThe RudderStack Tracking Plan API defines and enforces the canonical event schema (events, properties, trai...79.9RudderStack Transformations APIThe RudderStack Transformations API manages user-defined transformation functions (JavaScript, with Python ...79.90xArchive Data Quality APIData quality monitoring: system status, coverage, incidents, latency, and SLA metrics.74.0Monte Carlo GraphQL APIGraphQL API for the Monte Carlo data observability platform. Provides programmatic access to monitors, inci...71.8Qlik Sense Data Quality APIThe data-quality API from Qlik Sense — 4 operation(s) for data-quality.70.9Mailboxlayer Email Validation APIREST/JSON API for real-time email validation: syntax check, typo suggestions, MX-record lookup, SMTP verifi...68.9pVerify Patient Demographic Validator APIValidate and complete patient demographic data (pDV) — name, date of birth, gender and address — so that do...68.6
Strong 8 Solid coverage with minor gaps
OS Match & Cleanse API (withdrawn)Matched and cleansed supplied address strings against OS authoritative addressing data, returning a matched...66.4La Poste ControlAdresse v2Address validation and normalisation against the French Service National de l'Adresse reference base. Autoc...61.3Decube Public APIThe Decube Public API (BETA, v1) exposes a Data API (assets, glossary, lineage, monitors, ACL, reports, rec...58.4Databricks Quality Monitors APIThe Databricks Quality Monitors API allows you to create, update, get, and delete data quality monitors for...56.4Databricks Table Constraints APIThe Databricks Table Constraints API allows you to create and delete primary key and foreign key constraint...56.4Pabbly Email Verification APIREST API for Pabbly Email Verification. A single operation, POST /email-lists/verify-single, returning a de...56.3OpenSincera APIOpenSincera (from the May 2024 Sincera acquisition) provides programmatic supply-side transparency data — a...55.7SAP Master Data Integration APIAPIs for centralizing and harmonizing master data across SAP and third-party applications.55.5
Developing 8 Usable, with meaningful gaps to close
Informatica Cloud Address Verification APIThe Cloud Address Verification API is a REST API-based solution for verifying and validating postal address...52.3Informatica Cloud Data Profiling REST APIThe Cloud Data Profiling REST API allows interaction with the Data Profiling Service through API calls to c...52.3SpecterOps Data Quality APIThe Data Quality API from SpecterOps — 6 operation(s) for data quality.50.7Ataccama Data Quality APIThe Data Quality API from Ataccama — 10 operation(s) for data quality.48.2Cape Partners Data Quality APIThe DataQuality API from Cape Partners — 1 operation(s) for dataquality.46.0data.world data quality APIManage data quality of metadata resources44.5data.world Metadata Management APICreate, search, update, and delete catalog resources by IRI. Manage tables, columns, relationships, collect...44.5Alation Data Quality APIManage data quality rules and scores39.6
Thin 4 Limited public surface area
OpenMetadata Data Quality APIAPIs to retrieve dimensional test case results data.38.5Verify APIEmail verification API — single-address real-time validation and asynchronous CSV batch verification, sold ...36.6Anomalo MCP ServerOfficial Anomalo MCP (Model Context Protocol) server, published by Anomalo as a Google Gemini CLI extension...33.9Quietforge Dataset Audit APIAudits a CSV or JSON-array dataset (up to 5 MB, 50,000 rows, 200 columns) for duplicate rows, missing value...33.5
Emerging 1 Early or largely undocumented
Collibra Data Quality and Observability APICollibra Data Quality and Observability APIs manage quality rules, monitoring jobs, dataset profiles, anoma...16.6
Minimal 1 Almost no public developer surface
Aporia ML Observability (Legacy)Aporia ML Observability provided monitoring for classical ML models including drift detection, data quality...10.4

Companies reaching this through an API (15)

These companies publish an API, specification or operation carrying “Data Quality” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

0xArchive Aporia Cape Partners data.world Databricks La Poste Groupe Ordnance Survey Pabbly pVerify Qlik Sense Quietforge Studio RudderStack SAP SpecterOps The Trade Desk

Score breakdown

Frequency
55.1
log-scaled weighted occurrences
Breadth
1.5
spread across providers
Quality lift
43.4
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Data Observability 15 co-occurrences Data Lineage 17 co-occurrences Data Governance 19 co-occurrences Email Verification 9 co-occurrences Data Engineering 9 co-occurrences Metadata Management 6 co-occurrences Master Data Management 5 co-occurrences Snowflake 6 co-occurrences

Where this tag comes from

Api tag29
Provider tag66
Openapi tag8
Openapi op tag41

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