stale · -0.1

Predictive Maintenance

Score 14.7 / 100 24 providers +5 via APIs 7 APIs Search apis.io →

Providers using this tag (24)

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

Developing 3 Usable, with meaningful gaps to close
Amazon Lookout for EquipmentEquipment MonitoringIndustrial IoTMachine-Learning1 API50.1AquantCompanyArtificial IntelligenceAgentsField Service2 APIs49.0GuidewheelCompanyManufacturingIndustrial IoTMachine Monitoring1 API39.9
Thin 3 Limited public surface area
FormantRoboticsRobot Fleet ManagementTeleoperationObservability1 API33.2Aperia TechnologiesCompanyTire ManagementFleet ManagementTelematics1 API28.5TractianCondition MonitoringCMMSAsset Management1 API27.3
Emerging 7 Early or largely undocumented
BrightAICompanyPhysical AIIndustrial IoTInfrastructure Monitoring2 APIs25.6PeaxyCompanyIndustrial AIDigital TwinBattery Analytics20.1FueloyalCompanyFleet ManagementConnected VehiclesIoT15.4UptakeCompanyIndustrial AIAsset Performance Management1 API14.6Gecko RoboticsCompanyRoboticsArtificial IntelligenceIndustrial14.0Conservation LabsCompanyWaterIoTSmart Home13.1DetectCompanyCloud SaasIndustrial AIIoT11.7
Minimal 11 Almost no public developer surface
KilsarCompanyArtificial IntelligenceMaintenanceAviation10.8AvathonCompanyArtificial IntelligenceIndustrial AI10.6BeltsBulk Material HandlingCondition MonitoringConveyor BeltsIIoT10.6PretecktCompanyFleet ManagementTransportation10.6AuguryIndustrial AIMachine HealthProcess Health9.4EnertivCompanyReal-EstatePropTechSustainability9.0Shift5CompanyCybersecurityOperational TechnologyOT Security5.5EneryieldCompanyEnergyUtilitiesPower Grid5.1OmenCompanyArtificial IntelligenceAsset Intelligence5.0UptimeCompanyAi DataElevators4.6Carnot InnovationsCompanyEnergySustainabilityHVAC4.5

APIs with this tag (7)

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 1 Usable, with meaningful gaps to close
Brightlayer Digital Energy Twin (Autodesk)AI-powered digital energy twin co-developed with Autodesk that integrates Eaton's Brightlayer energy softwa...41.1
Emerging 6 Early or largely undocumented
EcoStruxure Transformer Expert Data APIAPI providing transformer health analytics and monitoring data. Enables integration of transformer assets i...25.5Baker Hughes BHC3 AI SuiteThe BHC3 AI Suite is a joint product from Baker Hughes and C3.ai providing pre-built, configurable AI appli...24.2Condition Monitoring and Fleet ManagementWabtec's condition monitoring platform (FleetONE and CMMS - Condition Monitoring Management System) provide...19.3WabtecONE PlatformWabtecONE is Wabtec's digital intelligence platform enabling railroads and industrial operators to connect ...19.3Terex Telematics APITerex digital solutions including MyTerex fleet management, Connected Dealer Inventory (CDI), and telematic...19.0Uptake Platform APIUptake's customer-provisioned REST API. The gateway is live at api.uptake.com (AWS API Gateway behind Cloud...14.6

Companies reaching this through an API (5)

These companies publish an API, specification or operation carrying “Predictive Maintenance” 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.

Baker Hughes Eaton Schneider Electric Exchange Terex Westinghouse Air Brake Technologies Corporation

Score breakdown

Frequency
40.8
log-scaled weighted occurrences
Breadth
0.7
spread across providers
Quality lift
20.2
mean composite of providers using it
Cohesion
1.8
strength of nearest seed neighbor

Related tags

Industrial AI 6 co-occurrences Industrial IoT 9 co-occurrences Telematics 6 co-occurrences Sensors 5 co-occurrences Fleet Management 6 co-occurrences IoT 7 co-occurrences Manufacturing 9 co-occurrences Sustainability 5 co-occurrences

Where this tag comes from

Provider tag24
Api tag7

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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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This tag 
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All tags 
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As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/predictive-maintenance"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/predictive-maintenance/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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