niche · -0.3 capability schema

Data Management

Score 19.9 / 100 97 providers +25 via APIs 36 APIs Search apis.io →

Providers using this tag (97)

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

Exemplar 4 Complete, well-documented, and agent-ready
Amazon DataZoneAmazon Web ServicesData CatalogData Governance38 APIs75.2AcceldataAI AgentsData ObservabilityData Pipeline3 APIs67.3Microsoft SQL ServerCloudDatabaseEnterprise3 APIs67.0HoneycombObservabilityTelemetryAnalytics1 API71.6
Strong 6 Solid coverage with minor gaps
CohesityAutomationBackupCyber Resilience6 APIs66.3SalsifyCompanyProduct Experience ManagementProduct Information ManagementDigital Asset Management3 APIs65.8NasuniCompanyFile StorageHybrid CloudObject Storage7 APIs62.8TileDBCompanyDatabaseMultimodal DataLife Sciences4 APIs58.8SAPSAPArtificial IntelligenceBTPBusiness Applications3 APIs58.3SkyviaData IntegrationiPaaSETLELT1 API56.9
Developing 11 Usable, with meaningful gaps to close
TeradataAnalyticsCloudData Warehousing1 API52.8OpsMillCompanyInfrastructure SaasNetwork AutomationSource of Truth1 API51.5DelphixCompanyTest Data ManagementData Virtualization2 APIs48.1FoundationalCompanyData GovernanceArtificial Intelligence1 API47.1SIMBA ChainCompanyBlockchainSupply ChainTraceability2 APIs51.2DataLoopArtificial IntelligenceMachine LearningData Annotation1 API50.7mesharc-devCompanyMedical ImagingHealthcare1 API45.9RyftCompanyDataData LakeLakehouse1 API45.8CenevoCompanyLab AutomationLaboratory InformaticsElectronic Lab Notebook2 APIs45.6StorONEStorageEnterprise StorageSoftware-Defined Storage1 API45.5xmemoryCompanyArtificial IntelligenceMemoryCloud2 APIs43.5
Thin 24 Limited public surface area
FlywheelCompanyMedical ImagingHealthcare1 API35.7SAS InstituteAnalyticsArtificial IntelligenceMachine Learning1 API34.9VeeamBackupDisaster RecoveryCloud Backup2 APIs34.5Ellipsis DriveCompanyGeospatialSpatial DataGIS1 API32.8EMCCloud InfrastructureData ProtectionEnterprise Storage2 APIs31.7CastorClinical TrialsElectronic Data CaptureEDCClinical Data Management1 API31.0EasyDataArtificial IntelligenceSpreadsheetsCollaboration1 API28.3Data247Data EnrichmentValidationIntegration2 APIs26.9Veritas InfoScaleClusteringDisaster RecoveryHigh Availability13 APIs38.5NetAppCloudHybrid CloudInfrastructure1 API38.1CommvaultBackupCloud StorageCyber Recovery3 APIs37.9Materials ZoneCompanyMaterials InformaticsMaterials ScienceResearch and Development1 API37.1GristSpreadsheetsDatabaseCollaborationNo-Code1 API35.5QuanTemplateCompanyInsuranceInsurtechData Integration1 API32.9CTERACompanyCloudStorageFile Storage1 API29.6Bloomberg Professional ServiceAnalyticsCloudEnterprise9 APIs29.4PortworxCloud-NativeContainersKubernetes1 API28.8Little Green LightDonor ManagementNonprofit SoftwareFundraisingOnline Donations28.61010dataCompanyData AnalyticsBig DataBusiness Intelligence2 APIs28.2Visual LayerCompanyComputer VisionMachine Learning1 API27.6DataChainArtificial IntelligencePlatformMachine Learning27.5The HDF GroupCompanyOpen SourceScientific Computing1 API26.9VoltaiqCompanyBatteriesEnergy StorageManufacturing26.8Grapes Knowledge BaseKnowledge ManagementKnowledge BaseAutomation1 API26.2
Emerging 32 Early or largely undocumented
appStrategyAI AutomationEnterprise SoftwareIntegration1 API25.0CKANOpen SourceGovernmentCommunity4 APIs25.0SAP Business Technology PlatformSAPCloud PlatformIntegrationArtificial Intelligence7 APIs22.7DemystdataAPI PlatformEnterpriseCloud1 API20.2Heex TechnologiesCompanyAutonomous SystemsRoboticsAutonomous Vehicles19.8ChronographCompanyPrivate EquityPortfolio MonitoringAnalytics1 API17.1DatacoreCompanyStorageSoftware-Defined StorageObject Storage16.2Veritas SoftwareCompanyCloud SaasData ProtectionBackup14.4IBM Db2DatabaseRelational DatabaseCloud DatabaseSQL2 APIs14.0ArriktoCompanyMLOpsKubernetesArtificial Intelligence1 API13.8ActifioCompanyBackupDisaster Recovery12.1MTech SystemsArtificial IntelligenceAgricultureBusiness Intelligence1 API11.8TintriCompanyStorageInfrastructure1 API24.6HammerspaceCompanyStorageFilesystem1 API23.0LabArchivesCompanyELNResearch1 API21.9PeaxyCompanyIndustrial AIDigital TwinBattery Analytics20.1TresataCompanyDataAnalyticsArtificial Intelligence19.3NiraCompanySecurityCloud17.7Tetra TechAnalyticsConsultingEngineering5 APIs16.6AndrosCompanyHealthcareProvider NetworkCredentialing1 API16.3One DataCompanyAi Enterprise SoftwareData Governance16.0SiepeCompanyFinancial ServicesPrivate CreditCLO15.4AlbertinventCompanyDeveloper ToolsChemistryMaterials Science15.2StorSimpleCompanyStorageCloud StorageHybrid Cloud1 API14.8AtomBeamCompanyData CompressionIoTEdge Computing14.7ClarioClinical TrialsHealthcareTechnology1 API14.3CollibraData GovernanceData CatalogData Quality7 APIs14.3iCapital NetworkCompanyFinancial ServicesAlternative InvestmentsPrivate Markets13.83PAR (HPE 3PAR StoreServ)CompanyStorageEnterprise StorageInfrastructure1 API13.1SQLANSI StandardDatabaseISO Standard2 APIs13.1AxtriaCompanyLife SciencesPharmaceuticalsAnalytics12.1Aerial PartnersCompanyCryptocurrencyDigital AssetsAccounting11.4
Minimal 19 Almost no public developer surface
Atlas Data StorageCloudStorageEnterprise9.7TamrMachine LearningEnterprise SoftwareMaster Data Management2 APIs9.6Aquatic InformaticsCompanyWaterEnvironmental1 API8.8KompriseCompanyUnstructured Data ManagementData Migration8.5NextdataDataData MeshArtificial Intelligence1 API7.5Poultry syncCompanyAgriculturePoultry4.7MerklebaseCompanyDigital AssetsCryptocurrencyPortfolio Management2.6OceanWise LtdCompanyMarineEnvironmental Monitoring2.6DataGravityCompanyDefunctStorage0.0Inframappa, Inc.Facility ManagementDigital TwinGIS Mapping10.0Skience (The Athene Group)CompanyWealth ManagementFinancial ServicesWealthTech8.9CubeWerxGeospatialWeb MappingAccess Control1 API4.1GovernataCompanyData GovernanceMaster Data Management4.0ENGIE Insight ServicesCompanyEnergySustainabilityResource Management3.3VersantCompanyEnterprise SoftwareDatabaseObject Database2.6DroboCompanyStorageSmall Business2.2ApplimationCompanyInformation Lifecycle ManagementData Archiving0.0Cullinet SoftwareCompanyDatabaseMainframeEnterprise Software0.0Primary DataCompanyStorageData VirtualizationSoftware-Defined Storage0.0
Unrated 1 Not yet scored
Datos IoCompanyBackup and RecoveryData Protection

APIs with this tag (36)

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 6 Complete, well-documented, and agent-ready
GitLab Data management API> [!note] > These endpoints are an [experiment](https://docs.gitlab.com/policy/development_stages_support/)...86.3Dynatrace Grail Bucket Management APIThe Dynatrace Grail Bucket Management API provides a public API for managing storage buckets within the Gra...85.6Snowflake Sequence APIThe Snowflake Sequence API is a REST API that you can use to access, update, and perform certain actions on...82.3Conga Data Management APIThe Data Management API from Conga — 2 operation(s) for data management.72.7Honeycomb Datasets APIThe Honeycomb Datasets API provides management capabilities for datasets, which represent collections of re...71.6Adobe Campaign Data Management APIWrite, update, and delete data records using the xtk:session#Write method. Supports insert, insertOrUpdate,...67.6
Strong 5 Solid coverage with minor gaps
IBM Watsonx.data APICollect, store, query, and analyze structured and unstructured enterprise data with a unified data lakehous...65.8Screenpipe Data Management APIManual data deletion and storage info63.9Nasuni Data APIThe Data API from Nasuni — 1 operation(s) for data.62.8Skyvia Connect OData & SQL EndpointsConnectivity-as-a-service layer that exposes a Skyvia connection as a secured web API without writing code....56.9Skyvia Public APIREST management API for the Skyvia platform. Programmatically read and control account users and invitation...56.9
Developing 8 Usable, with meaningful gaps to close
Intelligence Platform APIREST API to set up, manage and administer a Marketing Cloud Intelligence (Datorama) account — accounts, wor...51.0Dataloop Platform APIThe Dataloop (Dell Data Orchestration Engine) platform REST API. Every part of the platform — projects, dat...50.7Data Management for VMware Tanzu REST APIREST API for Data Management for VMware Tanzu providing database-as-a-service capabilities for provisioning...49.8vSAN Management APIAPI for managing VMware vSAN software-defined storage including cluster configuration, disk management, hea...49.8DNAnexus Platform APIThe DNAnexus Platform API is a JSON-over-HTTPS API of roughly 206 documented methods. Each method is invoke...49.3BlackSky Data management APIThe Data management API from BlackSky — 8 operation(s) for data management.45.9Dynamic Lookup Table APIManages dynamic lookup tables used for validation, mapping, and custom data references in procurement workf...45.7Oracle Fusion Cloud Applications Data Management APIData import, export, and integration operations42.7
Thin 7 Limited public surface area
Oracle Planning Data Management APIREST API for data integration and management in Oracle Planning applications. Provides endpoints for runnin...35.9Cohere Datasets APIThe Cohere Datasets API provides endpoints for uploading, managing, and retrieving datasets used with other...35.2MapQuest Data Manager APIThe MapQuest Data Manager API allows developers to upload, manage, and query custom hosted data tables for ...35.2Filebase Data Management APIAdd, retrieve, and import IPFS data31.7Bloomberg Data License Plus (DL+)Fully managed, public cloud-based data management solution that brings Bloomberg data together in a central...29.4Data Management APIManages database and S3 data purging plus data archival and restoration configurations, including cron-sche...27.9Northern Trust Data Management APIThe Data Management API delivers consolidated investment and reference data from Northern Trust's data serv...26.6
Emerging 6 Early or largely undocumented
Hammerspace Anvil Management APIThe management REST API served by the Hammerspace Anvil metadata server at the base path /mgmt/v1.2/rest. I...23.0UBIX DataSpace APIAPI for the UBIX DataSpace module enabling data ingestion, transformation, and management across enterprise...18.0Lonti BelliniBellini is Lonti's data modeling and management product designed to help organizations effectively model an...17.2Tetra Tech Delta Data Management ServicesThe Tetra Tech Delta digital solutions portfolio delivers enterprise data management and analytics capabili...16.6MTech SystemsMTech Systems supply chain data management platform with AI and BI capabilities for poultry and animal prot...11.8Cradle Platform APIThe Cradle Platform API is an enterprise REST API for programmatic access to Cradle's AI-driven protein eng...11.3
Minimal 4 Almost no public developer surface
Tamr Core REST APIThe Tamr Core REST API allows programmatic access to Tamr's on-premise master data management application. ...9.6RALS Point-of-Care Data Management APIThe RALS (Remote Automated Laboratory Systems) platform provides point-of-care device management and data i...8.0AU Document Domain APIDocument domain service (Australia) for managing, indexing, and retrieving structured document objects acro...7.6Visage 7 QA REST APIREST API introduced in Visage 7 release notes supporting a data-quality (QA) workflow based on delete-and-r...6.8

Companies reaching this through an API (25)

These companies publish an API, specification or operation carrying “Data Management” 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.

Adobe Campaign Alere Ariba BlackSky Cohere Conga Cradle Datorama DNAnexus Dynatrace Filebase GitLab IBM Lonti MapQuest Northern Trust Oracle Fusion Cloud Applications Oracle Planning Screenpipe Snowflake UBIX Labs Visage Imaging VMware WorkFusion Zurich Insurance

Score breakdown

Frequency
54.4
log-scaled weighted occurrences
Breadth
1.2
spread across providers
Quality lift
26.7
mean composite of providers using it
Cohesion
4.4
strength of nearest seed neighbor

Related tags

Enterprise Storage 8 co-occurrences Storage 23 co-occurrences Hybrid Cloud 7 co-occurrences Data Protection 9 co-occurrences Data Governance 10 co-occurrences Cloud Storage 9 co-occurrences Disaster Recovery 6 co-occurrences SQL 9 co-occurrences

Where this tag comes from

Provider tag97
Api tag36
Openapi tag6
Openapi op tag20

Markets provisional

Kin Score markets whose measured providers carry this tag. Share is the fraction of the market's measured providers that carry it — it describes the market, not this tag.

MarketShare of the market's providers
Cloud Marketplaces (distribution)20%

Cohort brief

Auto-generated

The 81 providers in the APIs.io catalog tagged Data Management, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
81
of 97 in the catalog
Mean Kin Score
29.3
+5.2 vs catalog 24.1
Mean Agent Readiness
15.3
+1.2 vs catalog 14.1
Spread
2.6–75.2
median 26.8 · σ 18.6
How the 81 split by band
Exemplar 4Strong 6Developing 10Thin 22Emerging 28Minimal 11
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 35 24.5 +10.5 81
Discoverability 63.9 59.1 +4.8 81
Access Clarity 34 30 +4 81
Contract Governance 13.4 9.7 +3.7 81
Operational Transparency 16 13.2 +2.8 81
Contract Quality 20.8 18.6 +2.2 81

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 26% 18% +8
MCP server (first-party) 21% 16% +5
Agent Skills 0% 0% 0
OAuth scopes 17% 13% +4
Security 98% 99% -1
Arazzo workflows 4% 1% +3
Governance rules 41% 36% +5

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Amazon DataZone 75.2
  2. 2 Honeycomb 71.6
  3. 3 Acceldata 67.3
  4. 4 Microsoft SQL Server 67
  5. 5 Cohesity 66.3
  6. 6 Salsify 65.8
  7. 7 Nasuni 62.8
  8. 8 TileDB 58.8
  9. 9 SAP 58.3
  10. 10 Skyvia 56.9
Top by Agent Readiness
  1. 1 SAP 57.8
  2. 2 Honeycomb 56.3
  3. 3 Acceldata 52.9
  4. 4 Salsify 50.5
  5. 5 Amazon DataZone 46.3
  6. 6 StorONE 44.4
  7. 7 Cohesity 43.5
  8. 8 SIMBA Chain 42.7
  9. 9 Ryft 42.6
  10. 10 Veeam 38.3
All 97 members of this roster resolve to a provider in the catalog; 81 carry a score (84%). The figures above describe the scored members only.
Coverage caveat. 68 of 81 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 14 November 2026, across 41591 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

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https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

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