stale · 0.0 marketcapability domainschemaindustry

Predictive Maintenance

Score 15.2 / 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 API50.7AquantCompanyArtificial IntelligenceAgentsField Service2 APIs45.0Amazon MonitronIndustrial IoTMonitoringMachine Learning3 APIs44.3
Thin 3 Limited public surface area
GuidewheelCompanyManufacturingIndustrial IoTMachine Monitoring1 API38.6FormantRoboticsRobot Fleet ManagementTeleoperationObservability1 API31.8Aperia TechnologiesCompanyTire ManagementFleet ManagementTelematics1 API29.6
Emerging 8 Early or largely undocumented
TractianCondition MonitoringCMMSAsset Management1 API26.1BrightAICompanyPhysical AIIndustrial IoTInfrastructure Monitoring2 APIs24.4PeaxyCompanyIndustrial AIDigital TwinBattery Analytics18.7UptakeCompanyIndustrial AIAsset Performance Management1 API16.0FueloyalCompanyFleet ManagementConnected VehiclesIoT14.9Gecko RoboticsCompanyRoboticsArtificial IntelligenceIndustrial13.5Conservation LabsCompanyWaterIoTSmart Home12.7DetectCompanyCloud SaasIndustrial AIIoT11.1
Minimal 10 Almost no public developer surface
KilsarCompanyArtificial IntelligenceMaintenanceAviation10.2AvathonCompanyArtificial IntelligenceIndustrial AI10.1PretecktCompanyFleet ManagementTransportation10.0AuguryIndustrial AIMachine HealthProcess Health9.4EnertivCompanyReal EstatePropTechSustainability8.9EneryieldCompanyEnergyUtilitiesPower Grid5.3Carnot InnovationsCompanyEnergySustainabilityHVAC4.7Shift5CompanyCybersecurityOperational TechnologyOT Security3.8OmenCompanyArtificial IntelligenceAsset Intelligence2.5UptimeCompanyAi DataElevators0.0

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...49.5
Thin 1 Limited public surface area
Baker Hughes BHC3 AI SuiteThe BHC3 AI Suite is a joint product from Baker Hughes and C3.ai providing pre-built, configurable AI appli...30.1
Emerging 5 Early or largely undocumented
EcoStruxure Transformer Expert Data APIAPI providing transformer health analytics and monitoring data. Enables integration of transformer assets i...24.9Condition Monitoring and Fleet ManagementWabtec's condition monitoring platform (FleetONE and CMMS - Condition Monitoring Management System) provide...18.9WabtecONE PlatformWabtecONE is Wabtec's digital intelligence platform enabling railroads and industrial operators to connect ...18.9Terex Telematics APITerex digital solutions including MyTerex fleet management, Connected Dealer Inventory (CDI), and telematic...17.8Uptake Platform APIUptake's customer-provisioned REST API. The gateway is live at api.uptake.com (AWS API Gateway behind Cloud...16.0

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 Wabtec

Score breakdown

Frequency
41.0
log-scaled weighted occurrences
Breadth
0.7
spread across providers
Quality lift
22.6
mean composite of providers using it
Cohesion
1.7
strength of nearest seed neighbor

Related tags

Industrial AI 6 co-occurrences Industrial IoT 10 co-occurrences Telematics 6 co-occurrences Fleet Management 6 co-occurrences IoT 8 co-occurrences Manufacturing 8 co-occurrences Sustainability 5 co-occurrences Energy 6 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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