niche · -1.2 marketcapability industrydomainschemaresource

Data Management

Score 20.0 / 100 82 providers +22 via APIs 35 APIs Search apis.io →

Providers using this tag (82)

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

Exemplar 1 Complete, well-documented, and agent-ready
Strong 6 Solid coverage with minor gaps
Developing 12 Usable, with meaningful gaps to close
Thin 18 Limited public surface area
Emerging 30 Early or largely undocumented
SAP Business Technology PlatformSAPCloud PlatformIntegrationArtificial Intelligence7 APIs23.5DemystdataAPI PlatformEnterpriseCloud1 API21.9Heex TechnologiesCompanyAutonomous SystemsRoboticsAutonomous Vehicles17.7ChronographCompanyPrivate EquityPortfolio MonitoringAnalytics1 API16.6Veritas SoftwareCompanyCloud SaasData ProtectionBackup16.4CastorHealthClinical TrialsArtificial Intelligence15.1DatacoreCompanyStorageSoftware-Defined StorageObject Storage15.1IBM Db2DatabaseRelational DatabaseCloud DatabaseSQL2 APIs15.1ArriktoCompanyMLOpsKubernetesArtificial Intelligence1 API12.9MTech SystemsArtificial IntelligenceAgricultureBusiness Intelligence1 API12.5TamrMachine LearningEnterprise SoftwareMaster Data Management2 APIs12.2ActifioCompanyBackupDisaster Recovery11.7LabArchivesCompanyELNResearch1 API25.1TintriCompanyStorageInfrastructure1 API23.6HammerspaceCompanyStorageFilesystem1 API19.9PeaxyCompanyIndustrial AIDigital TwinBattery Analytics18.7TresataCompanyDataAnalyticsArtificial Intelligence18.1Tetra TechAnalyticsConsultingEngineering5 APIs18.0StorSimpleCompanyStorageCloud StorageHybrid Cloud1 API15.8One DataCompanyAi Enterprise SoftwareData Governance15.5ClarioClinical TrialsHealthcareTechnology1 API14.7AlbertinventCompanyDeveloper ToolsChemistryMaterials Science14.4SiepeCompanyFinancial ServicesPrivate CreditCLO14.4CollibraData GovernanceData CatalogData Quality7 APIs13.7SQLANSI StandardDatabaseISO Standard2 APIs13.53PAR (HPE 3PAR StoreServ)CompanyStorageEnterprise StorageInfrastructure1 API12.8AtomBeamCompanyData CompressionIoTEdge Computing12.5AxtriaCompanyLife SciencesPharmaceuticalsAnalytics12.4iCapital NetworkCompanyFinancial ServicesAlternative InvestmentsPrivate Markets12.1Aerial PartnersCompanyCryptocurrencyDigital AssetsAccounting11.0
Minimal 14 Almost no public developer surface
Unrated 1 Not yet scored

APIs with this tag (35)

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 4 Complete, well-documented, and agent-ready
Strong 4 Solid coverage with minor gaps
Developing 10 Usable, with meaningful gaps to close
Thin 6 Limited public surface area
Emerging 7 Early or largely undocumented
Minimal 4 Almost no public developer surface

Companies reaching this through an API (22)

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 Conga Cradle Datorama DNAnexus Filebase IBM Lonti MapQuest Northern Trust Oracle Fusion Cloud Applications Oracle Planning Screenpipe Snowflake UBIX Labs Visage Imaging VMware WorkFusion Zurich Insurance

Score breakdown

Frequency
56.2
log-scaled weighted occurrences
Breadth
1.8
spread across providers
Quality lift
27.3
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Enterprise Storage 8 co-occurrences Storage 21 co-occurrences Cloud Storage 9 co-occurrences Hybrid Cloud 7 co-occurrences Data Protection 9 co-occurrences Data Governance 9 co-occurrences Backup 8 co-occurrences Object Storage 7 co-occurrences

Where this tag comes from

Provider tag84
Api tag35
Openapi tag5
Openapi op tag16

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 74 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
74
of 82 in the catalog
Mean Kin Score
28.2
+6.0 vs catalog 22.2
Mean Agent Readiness
14.3
+2.3 vs catalog 12
Spread
3.4–68.4
median 26.2 · σ 16.8
How the 74 split by band
Exemplar 1Strong 6Developing 12Thin 18Emerging 29Minimal 8
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 34.5 23.2 +11.3 74
Access Clarity 29.6 23.9 +5.7 74
Discoverability 63.3 57.9 +5.4 74
Contract Governance 10.4 6.5 +3.9 74
Operational Transparency 16.2 13 +3.2 74
Contract Quality 19.3 17.2 +2.1 74

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) 25% 13% +12
MCP server (first-party) 20% 12% +8
Agent Skills 0% 0% 0
OAuth scopes 17% 11% +6
Security 97% 98% -1
Arazzo workflows 4% 2% +2
Governance rules 21% 16% +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 Cohesity 68.4
  2. 2 Nasuni 64.9
  3. 3 Acceldata 63.5
  4. 4 Microsoft SQL Server 61.3
  5. 5 Salsify 59.1
  6. 6 Amazon DataZone 56.8
  7. 7 TileDB 55.1
  8. 8 SAP 51.2
  9. 9 Teradata 51.1
  10. 10 DataLoop 50.8
Top by Agent Readiness
  1. 1 SAP 57.1
  2. 2 Acceldata 52.9
  3. 3 Salsify 50.5
  4. 4 SIMBA Chain 42.7
  5. 5 Ryft 42.6
  6. 6 Cohesity 40.8
  7. 7 StorONE 40.1
  8. 8 Veeam 38.3
  9. 9 Nasuni 36.7
  10. 10 Amazon FinSpace 36.5
All 82 members of this roster resolve to a provider in the catalog; 74 carry a score (90%). The figures above describe the scored members only.
Coverage caveat. 64 of 74 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 24 October 2026, across 31984 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

One button, every client — Claude, Cursor, VS Code and the rest.

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

curl for this page
This tag
curl "https://apis.io/api/v1/tags/data-management"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/data-management"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/data-management/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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