emerging · 0.8 market domainindustry

Industrial IoT

Score 20.4 / 100 74 providers +1 via APIs 10 APIs Search apis.io →
Variants seen in the corpus: IIoTIndustrial IoT

Providers using this tag (74)

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

Exemplar 2 Complete, well-documented, and agent-ready
Strong 3 Solid coverage with minor gaps
Developing 16 Usable, with meaningful gaps to close
Thin 12 Limited public surface area
Emerging 24 Early or largely undocumented
TractianCondition MonitoringPredictive MaintenanceCMMSAsset Management1 API26.1Rockwell AutomationIndustrial AutomationManufacturingPLCSCADA5 APIs25.7Schneider Electric ExchangeBuilding AutomationCommerce APIsEcoStruxureEnergy Management11 APIs24.9BrightAICompanyPhysical AIInfrastructure Monitoring2 APIs24.4AndiumCompanyEnergyOil and Gas1 API24.3WorkerbaseCompanyManufacturingConnected WorkerFrontline Operations22.7Arundo AnalyticsCompanyIndustrial AIAnalytics20.6FerryCompanyIndustrial AIManufacturingManufacturing Execution System19.4Zebra TechnologiesManufacturingRFIDBarcodesWarehouse Automation2 APIs19.2AVEVASCADAMESIndustrial AutomationManufacturing2 APIs19.0SCADACritical InfrastructureICSIndustrial Automation5 APIs18.8StratasysCompany3D PrintingAdditive ManufacturingManufacturing18.7AatmunnCompanyEnterpriseWorker Safety18.3BeldenBroadcastCableConnectivityIndustrial Automation16.8Tulip InterfacesManufacturingMESShop Floor1 API16.2HoneywellAerospaceBuilding AutomationManufacturing1 API16.1UptakeCompanyIndustrial AIPredictive MaintenanceAsset Performance Management1 API16.0AssetWatchCompanyAsset ManagementPredictive Maintenance1 API15.7FlexGen Power SystemsCompanyEnergyEnergy StorageBattery Energy Storage14.5IntenseyeCompanyWorkplace SafetyComputer VisionArtificial Intelligence14.2RetrocausalCompanyManufacturingArtificial IntelligenceComputer Vision14.1AcertaCompanyManufacturingAnalyticsArtificial Intelligence13.2AEssenseGrowsCompanyAgricultureAgTechAeroponics13.1SmartexCompanyTextilesManufacturingComputer Vision11.4
Minimal 16 Almost no public developer surface
Unrated 1 Not yet scored

APIs with this tag (10)

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 →

Developing 4 Usable, with meaningful gaps to close
Thin 3 Limited public surface area
Emerging 3 Early or largely undocumented

Companies reaching this through an API (1)

These companies publish an API, specification or operation carrying “Industrial IoT” 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.

Wabtec

Score breakdown

Frequency
52.7
log-scaled weighted occurrences
Breadth
1.9
spread across providers
Quality lift
33.5
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Where this tag sits

IoT broader Industrial broader

Related tags

Predictive Maintenance 11 co-occurrences MQTT 8 co-occurrences OPC UA 6 co-occurrences Time Series 13 co-occurrences SCADA 6 co-occurrences Digital Twin 8 co-occurrences Industrial Automation 9 co-occurrences Industrial AI 5 co-occurrences

Where this tag comes from

Provider tag74
Api tag10

Cohort brief

Auto-generated

The 71 providers in the APIs.io catalog tagged Industrial IoT, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
71
all scored
Mean Kin Score
27.9
+5.0 vs catalog 22.9
Mean Agent Readiness
12.2
+0.3 vs catalog 11.9
Spread
0–83.1
median 24.9 · σ 17.5
How the 71 split by band
Exemplar 2Strong 3Developing 16Thin 12Emerging 24Minimal 14
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Governance 12.3 6.3 +6 71
Developer Ergonomics 29 23.2 +5.8 71
Access Clarity 31.5 26.5 +5 71
Contract Quality 21.4 17.6 +3.8 71
Operational Transparency 15.1 13.7 +1.4 71
Discoverability 59.2 58.1 +1.1 71

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) 10% 14% -4
MCP server (first-party) 7% 12% -5
Agent Skills 0% 0% 0
OAuth scopes 13% 11% +2
Security 99% 98% +1
Arazzo workflows 0% 2% -2
Governance rules 26% 14% +12

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 Losant 83.1
  2. 2 Cumulocity 67
  3. 3 Hexagon 60.2
  4. 4 Amazon IoT TwinMaker 56.3
  5. 5 Amazon IoT SiteWise 55.5
  6. 6 TTTech 54.1
  7. 7 Siemens 53.7
  8. 8 Amazon Lookout for Equipment 50.7
  9. 9 Amazon Panorama 49.8
  10. 10 Itron 48.8
Top by Agent Readiness
  1. 1 Losant 62.3
  2. 2 Siemens 38.2
  3. 3 Amazon IoT SiteWise 34.5
  4. 4 Cosmoplat 31.5
  5. 5 Picarro 30.8
  6. 6 Amazon Panorama 30.6
  7. 7 Cognite 29.4
  8. 8 Amazon Monitron 28.8
  9. 9 TTTech 28.2
  10. 10 Amazon IoT TwinMaker 28.1
All 74 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 5 October 2026, across 29093 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

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

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