niche · -0.6 market industry

Industrial Automation

Score 17.0 / 100 95 providers +1 via APIs 11 APIs Search apis.io →

Providers using this tag (95)

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

Strong 2 Solid coverage with minor gaps
Developing 5 Usable, with meaningful gaps to close
Thin 4 Limited public surface area
Emerging 33 Early or largely undocumented
FACTORY I/OSimulationSoftware Simulation1 API21.0BeldenBroadcastCableConnectivity18.5Yaskawa / MotomanRoboticsIndustrial RoboticsMotion Control17.2Crux OCMCompanyPipeline OperationsEnergy14.1KUKARoboticsIndustrial RobotsCollaborative Robots11.3Sojo IndustriesCompanySupply ChainTraceabilityFood and Beverage1 API25.9Realtime RoboticsCompanyRoboticsMotion Planning3 APIs25.8WandelbotsCompanySoftware AutomationRobotics1 API25.1Telekinesis.aiCompanyRoboticsComputer VisionPhysical AI24.6Captia TechnologyCompanyIndustrial IoTSystem Integration1 API21.8Machina LabsCompanyManufacturingRoboticsArtificial Intelligence21.2AugmentusCompanyRoboticsNo-Code20.9SelectronCompanyRailRailwayTransportation20.3Vecna RoboticsCompanyRoboticsWarehouse AutomationAutonomous Mobile Robots1 API20.2ExotecCompanyWarehouse AutomationRoboticsLogistics19.7ABB RoboticsRoboticsIndustrial RoboticsManufacturing4 APIs19.1InfinitumCompanyElectric MotorsManufacturing1 API18.9Built RoboticsCompanyRoboticsConstructionAutonomous Systems17.8ImubitCompanyManufacturingArtificial IntelligenceReinforcement Learning17.7Energy RoboticsCompanyRoboticsAutonomous Inspection16.0SCADACritical InfrastructureICSIndustrial IoT5 APIs15.9Universal RobotsRoboticsCollaborative RobotsCobots7 APIs15.9Mech-Mind RoboticsCompanyRobotics3D VisionComputer Vision14.8AevaCompanyLiDAR4D LiDARFMCW14.6PhaidraCompanyArtificial IntelligenceData Center14.2Bright MachinesCompanyManufacturingRobotics13.0OverviewCompanyArtificial IntelligenceMachine VisionManufacturing12.5RobcoCompanyRoboticsRobotics as a Service12.5WandercraftCompanyRoboticsExoskeletonHumanoid Robots11.6NanotronicsCompanySemiconductorsManufacturingArtificial Intelligence11.5TRIDITIVECompany3D PrintingManufacturing11.4AanteCompanyFactory AutomationManufacturing11.2KewazoRoboticsArtificial IntelligenceMaterial Handling11.0
Minimal 51 Almost no public developer surface
FormicRoboticsRobotics as a ServiceRaaS10.8ComauAutomationRoboticsManufacturing1 API7.7finernCompanyManufacturingAutomation4.3BigwaveroboticsCompanyRoboticsArtificial Intelligence3.0Drag BotCompanyRoboticsROS10.8SmartMoreCompanyIndustrial AIMachine VisionComputer Vision10.8AeterlinkCompanyWireless PowerIoTHardware10.7SVT RoboticsCompanyVertical SoftwareRoboticsWarehouse Automation10.5HadrianManufacturingPrecision ManufacturingAutonomous ManufacturingFactory Autonomy10.3HumaticsCompanyPositioningMicrolocationUltra-Wideband10.3HaberCompanyAutomationArtificial Intelligence10.2ANYboticsCompanyDeep TechRobotics9.8MytraCompanyRoboticsWarehouse AutomationSupply Chain9.8Hexagon Manufacturing IntelligenceManufacturingQuality ManagementMetrologyCAD1 API9.1OxaCompanyAutonomous VehiclesAutomotiveRobotics9.1Sealed AirFortune 500PackagingFood PackagingProtective Packaging9.0LumotiveCompanySemiconductorsPhotonicsLiDAR8.5Agility RoboticsRoboticsHumanoid RobotsBipedal Robots8.2CyngnCompanyAutonomous VehiclesRobotics7.7AspoptoelectronicsCompanyOptoelectronicsPhotonicsTelecommunications7.4ChemTech AICompanyArtificial IntelligenceChemical Manufacturing7.1AtonarpCompanySemiconductorsMolecular Profiling6.2SensmoreCompanyRoboticsEmbodied AI6.2ElementaryCompanyArtificial IntelligenceMachine VisionComputer Vision6.1AIMACH AutomationCompanyManufacturingMachine Tools4.3Anyware RoboticsRoboticsArtificial IntelligenceDeployable Robots4.3VitesseCompanyPhysical AIOperational Technology4.2AtimotorsRoboticsMaterial HandlingArtificial Intelligence4.1emergenCompanyRoboticsManufacturing4.0Advex AICompanyArtificial IntelligenceComputer VisionSynthetic Data3.9Aerospace KateCompanyManufacturingRobotics3.6Rhoda AiCompanyRoboticsArtificial IntelligenceFoundation Models3.6Aqrose TechnologyCompanyFrontier TechArtificial IntelligenceMachine Vision3.5CerrionCompanyArtificial IntelligenceComputer VisionManufacturing3.53S roboticsCompanyRoboticsIndustrial RobotsManufacturing3.4Veo RoboticsCompanyFrontier TechRobotics3.3INDEX RoboticsCompanyRoboticsHumanoid RoboticsHardware3.2CencorpCompanyManufacturingLaser Processing2.8Foundation Robotics LabsRoboticsHumanoid RobotsEmbodied AIFoundation Models2.8Advanced Metal ResearchCompanyRoboticsWeldingManufacturing2.6CYGIACompanyManufacturingIntelligent Equipment2.6DrishtiCompanyArtificial IntelligenceManufacturingComputer Vision2.6Eden RoboticsCompanyRoboticsAutonomous Robots2.6FireVisorCompanyManufacturingAnalyticsArtificial Intelligence2.6JAKACompanyFrontier TechRoboticsCollaborative Robots2.6Mind RoboticsCompanyHardtechRobotics2.6supermagCompanyHardwareMagnetic LevitationSemiconductors2.6Symbio RoboticsCompanyRoboticsManufacturing2.6Rapid RoboticsCompanyRoboticsRobotics as a Service0.0Ready RoboticsRoboticsManufacturingOperating System0.0VicariousCompanyArtificial IntelligenceRoboticsMachine Learning0.0

APIs with this tag (11)

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 5 Usable, with meaningful gaps to close
Thin 1 Limited public surface area
Emerging 5 Early or largely undocumented

Companies reaching this through an API (1)

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

Teledyne Technologies

Score breakdown

Frequency
51.5
log-scaled weighted occurrences
Breadth
1.2
spread across providers
Quality lift
13.9
mean composite of providers using it
Cohesion
6.9
strength of nearest seed neighbor

Where this tag sits

Industrial broader

Related tags

Robotics 56 co-occurrences Machine Vision 9 co-occurrences Industrial IoT 11 co-occurrences SCADA 6 co-occurrences Manufacturing 62 co-occurrences Material Handling 6 co-occurrences Physical AI 8 co-occurrences Cobots 5 co-occurrences

Where this tag comes from

Provider tag95
Api tag11

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
Industrial Automation and Robotics20%

Cohort brief

Auto-generated

The 89 providers in the APIs.io catalog tagged Industrial Automation, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
89
of 95 in the catalog
Mean Kin Score
14.6
-9.5 vs catalog 24.1
Mean Agent Readiness
4
-10.1 vs catalog 14.1
Spread
0–56.4
median 10.8 · σ 12.7
How the 89 split by band
Exemplar 0Strong 2Developing 5Thin 4Emerging 32Minimal 46
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Discoverability 54.6 59.1 -4.5 89
Contract Governance 5.1 9.7 -4.6 89
Operational Transparency 6.3 13.2 -6.9 89
Developer Ergonomics 15.9 24.5 -8.6 89
Contract Quality 7.1 18.6 -11.5 89
Access Clarity 18 30 -12 89

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) 6% 18% -12
MCP server (first-party) 4% 16% -12
Agent Skills 0% 0% 0
OAuth scopes 4% 13% -9
Security 100% 99% +1
Arazzo workflows 0% 1% -1
Governance rules 9% 36% -27

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 Kargo 56.4
  2. 2 TTTech 55.5
  3. 3 Rockwell Automation 52.7
  4. 4 Sepasoft 44.3
  5. 5 Inductive Automation 43.4
  6. 6 Weidmüller 42.9
  7. 7 Quanergy 40.8
  8. 8 AVEVA 38.8
  9. 9 Vention 33.4
  10. 10 Standard Bots 31
Top by Agent Readiness
  1. 1 Kargo 50.9
  2. 2 Weidmüller 36.2
  3. 3 TTTech 29.4
  4. 4 Sojo Industries 27.2
  5. 5 FACTORY I/O 26.8
  6. 6 Rockwell Automation 25.3
  7. 7 Inductive Automation 23.2
  8. 8 Realtime Robotics 22.3
  9. 9 Quanergy 17.3
  10. 10 Standard Bots 17.1
All 95 members of this roster resolve to a provider in the catalog; 89 carry a score (94%). The figures above describe the scored members only.
Coverage caveat. 84 of 89 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

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

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This tag
curl "https://apis.io/api/v1/tags/industrial-automation"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
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