niche · -0.8 market industry

Industrial Automation

Score 17.9 / 100 91 providers +1 via APIs 11 APIs Search apis.io →

Providers using this tag (91)

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

Developing 6 Usable, with meaningful gaps to close
Thin 4 Limited public surface area
Emerging 29 Early or largely undocumented
FACTORY I/OSimulationSoftware Simulation1 API22.0Yaskawa / MotomanRoboticsIndustrial RoboticsMotion Control18.3BeldenBroadcastCableConnectivity16.9Crux OCMCompanyPipeline OperationsEnergy13.3FormicRoboticsRobotics as a ServiceRaaS12.1KUKARoboticsIndustrial RobotsCollaborative Robots11.4WandelbotsCompanySoftware AutomationRobotics1 API26.0AugmentusCompanyRoboticsNo-Code24.9Sojo IndustriesCompanySupply ChainTraceabilityFood and Beverage1 API23.9Telekinesis.aiCompanyRoboticsComputer VisionPhysical AI22.9ABB RoboticsRoboticsIndustrial RoboticsManufacturing4 APIs20.0Machina LabsCompanyManufacturingRoboticsArtificial Intelligence19.8Vecna RoboticsCompanyRoboticsWarehouse AutomationAutonomous Mobile Robots1 API19.4SelectronCompanyRailRailwayTransportation19.0Energy RoboticsCompanyRoboticsAutonomous Inspection18.4InfinitumCompanyElectric MotorsManufacturing1 API18.4ExotecCompanyWarehouse AutomationRoboticsLogistics18.2SCADACritical InfrastructureICSIndustrial IoT5 APIs17.3Universal RobotsRoboticsCollaborative RobotsCobots7 APIs16.7Mech-Mind RoboticsCompanyRobotics3D VisionComputer Vision15.5ImubitCompanyManufacturingArtificial IntelligenceReinforcement Learning15.3Built RoboticsCompanyRoboticsConstructionAutonomous Systems14.2AevaCompanyLiDAR4D LiDARFMCW13.9PhaidraCompanyArtificial IntelligenceData Center12.9OverviewCompanyArtificial IntelligenceMachine VisionManufacturing12.0RobcoCompanyRoboticsRobotics as a Service12.0Bright MachinesCompanyManufacturingRobotics11.2Drag BotCompanyRoboticsROS11.0TRIDITIVECompany3D PrintingManufacturing11.0
Minimal 52 Almost no public developer surface
ComauAutomationRoboticsManufacturing1 API8.2finernCompanyManufacturingAutomation5.0BigwaveroboticsCompanyRoboticsArtificial Intelligence3.9AanteCompanyFactory AutomationManufacturing10.6HadrianManufacturingPrecision ManufacturingAutonomous ManufacturingFactory Autonomy10.6ANYboticsCompanyDeep TechRobotics10.5HaberCompanyAutomationArtificial Intelligence10.3SmartMoreCompanyIndustrial AIMachine VisionComputer Vision10.2AeterlinkCompanyWireless PowerIoTHardware10.1NanotronicsCompanySemiconductorsManufacturingArtificial Intelligence10.1Hexagon Manufacturing IntelligenceManufacturingQuality ManagementMetrologyCAD1 API10.0OxaCompanyAutonomous VehiclesAutomotiveRobotics9.9WandercraftCompanyRoboticsExoskeletonHumanoid Robots9.9SVT RoboticsCompanyVertical SoftwareRoboticsWarehouse Automation9.8Sealed AirFortune 500PackagingFood PackagingProtective Packaging9.5HumaticsCompanyPositioningMicrolocationUltra-Wideband9.2Agility RoboticsRoboticsHumanoid RobotsBipedal Robots9.1AspoptoelectronicsCompanyOptoelectronicsPhotonicsTelecommunications8.9MytraCompanyRoboticsWarehouse AutomationSupply Chain8.8ChemTech AICompanyArtificial IntelligenceChemical Manufacturing8.7LumotiveCompanySemiconductorsPhotonicsLiDAR8.6CyngnCompanyAutonomous VehiclesRobotics7.9AtonarpCompanySemiconductorsMolecular Profiling6.7SensmoreCompanyRoboticsEmbodied AI6.6ElementaryCompanyArtificial IntelligenceMachine VisionComputer Vision6.5AIMACH AutomationCompanyManufacturingMachine Tools5.2Anyware RoboticsRoboticsArtificial IntelligenceDeployable Robots5.1VitesseCompanyPhysical AIOperational Technology5.1AtimotorsRoboticsMaterial HandlingArtificial Intelligence4.9emergenCompanyRoboticsManufacturing4.8Aerospace KateCompanyManufacturingRobotics4.5Advex AICompanyArtificial IntelligenceComputer VisionSynthetic Data4.4Rhoda AiCompanyRoboticsArtificial IntelligenceFoundation Models4.43S roboticsCompanyRoboticsIndustrial RobotsManufacturing4.3Aqrose TechnologyCompanyFrontier TechArtificial IntelligenceMachine Vision4.3CerrionCompanyArtificial IntelligenceComputer VisionManufacturing4.3Veo RoboticsCompanyFrontier TechRobotics4.1INDEX RoboticsCompanyRoboticsHumanoid RoboticsHardware3.8CencorpCompanyManufacturingLaser Processing3.6Advanced Metal ResearchCompanyRoboticsWeldingManufacturing3.4Eden RoboticsCompanyRoboticsAutonomous Robots3.4FireVisorCompanyManufacturingAnalyticsArtificial Intelligence3.4Foundation Robotics LabsRoboticsHumanoid RobotsEmbodied AIFoundation Models3.4JAKACompanyFrontier TechRoboticsCollaborative Robots3.4Mind RoboticsCompanyHardtechRobotics3.4supermagCompanyHardwareMagnetic LevitationSemiconductors3.4CYGIACompanyManufacturingIntelligent Equipment2.6DrishtiCompanyArtificial IntelligenceManufacturingComputer Vision2.6Symbio 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 2 Limited public surface area
Emerging 4 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
54.3
log-scaled weighted occurrences
Breadth
2.0
spread across providers
Quality lift
13.8
mean composite of providers using it
Cohesion
6.8
strength of nearest seed neighbor

Where this tag sits

Industrial broader

Related tags

Robotics 55 co-occurrences Machine Vision 9 co-occurrences Manufacturing 59 co-occurrences Physical AI 8 co-occurrences Collaborative Robots 5 co-occurrences Cobots 5 co-occurrences Robotics as a Service 5 co-occurrences Industrial IoT 8 co-occurrences

Where this tag comes from

Provider tag93
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 86 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
86
of 91 in the catalog
Mean Kin Score
13.9
-8.3 vs catalog 22.2
Mean Agent Readiness
3.7
-8.3 vs catalog 12
Spread
0–54
median 10.3 · σ 11.5
How the 86 split by band
Exemplar 0Strong 0Developing 6Thin 4Emerging 29Minimal 47
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Governance 4.3 6.5 -2.2 86
Discoverability 53.4 57.9 -4.5 86
Operational Transparency 5.4 13 -7.6 86
Developer Ergonomics 14.9 23.2 -8.3 86
Access Clarity 14.8 23.9 -9.1 86
Contract Quality 6.3 17.2 -10.9 86

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) 5% 13% -8
MCP server (first-party) 3% 12% -9
Agent Skills 0% 0% 0
OAuth scopes 5% 11% -6
Security 100% 98% +2
Arazzo workflows 0% 2% -2
Governance rules 5% 16% -11

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 54
  2. 2 TTTech 53.7
  3. 3 Sepasoft 44.9
  4. 4 Inductive Automation 43.9
  5. 5 Weidmüller 43.6
  6. 6 Quanergy 39.9
  7. 7 Vention 31.5
  8. 8 Standard Bots 29.8
  9. 9 AIDIN ROBOTICS 28.4
  10. 10 Realtime Robotics 27.5
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 Inductive Automation 23.2
  7. 7 Realtime Robotics 22.3
  8. 8 Quanergy 17.3
  9. 9 Standard Bots 17.1
  10. 10 Vention 12.2
All 91 members of this roster resolve to a provider in the catalog; 86 carry a score (95%). The figures above describe the scored members only.
Coverage caveat. 82 of 86 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/industrial-automation"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/industrial-automation"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/industrial-automation/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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