niche · 0.1

Industrial IoT

Score 19.6 / 100 66 providers +1 via APIs 9 APIs Search apis.io →

Providers using this tag (66)

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

Exemplar 1 Complete, well-documented, and agent-ready
Strong 4 Solid coverage with minor gaps
Developing 14 Usable, with meaningful gaps to close
Thin 13 Limited public surface area
Emerging 20 Early or largely undocumented
Minimal 14 Almost no public developer surface

APIs with this tag (9)

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 3 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 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.

Westinghouse Air Brake Technologies Corporation

Score breakdown

Frequency
51.4
log-scaled weighted occurrences
Breadth
1.8
spread across providers
Quality lift
31.5
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

IIoT 9 co-occurrences Predictive Maintenance 9 co-occurrences OPC UA 6 co-occurrences MQTT 8 co-occurrences Time Series 12 co-occurrences SCADA 5 co-occurrences Digital Twin 7 co-occurrences Industrial AI 5 co-occurrences

Where this tag comes from

Provider tag66
Api tag9

Cohort brief

Auto-generated

The 63 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
63
all scored
Mean Kin Score
28.8
+4.9 vs catalog 23.9
Mean Agent Readiness
13
+1 vs catalog 12
Spread
5–79.5
median 27.1 · σ 16.9
How the 63 split by band
Exemplar 1Strong 4Developing 14Thin 13Emerging 20Minimal 11
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Governance 12.9 6.4 +6.5 63
Developer Ergonomics 29.6 23.4 +6.2 63
Contract Quality 24.5 19.8 +4.7 63
Access Clarity 31.2 26.5 +4.7 63
Operational Transparency 15.3 14 +1.3 63
Discoverability 61.4 61.2 +0.2 63

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% 10% 0
MCP server (first-party) 11% 13% -2
Agent Skills 0% 0% 0
OAuth scopes 13% 11% +2
Security 100% 97% +3
Arazzo workflows 0% 2% -2
Governance rules 27% 14% +13

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 79.5
  2. 2 Cumulocity 64.4
  3. 3 Hexagon 58.3
  4. 4 Amazon IoT TwinMaker 55.2
  5. 5 Amazon IoT SiteWise 54.4
  6. 6 TTTech 52.2
  7. 7 Itron 52
  8. 8 Amazon Lookout for Equipment 50.1
  9. 9 Amazon Panorama 49.2
  10. 10 Picarro 49.1
Top by Agent Readiness
  1. 1 Losant 62.3
  2. 2 Amazon IoT SiteWise 34.5
  3. 3 Picarro 32.9
  4. 4 Cosmoplat 31.5
  5. 5 Amazon Panorama 30.6
  6. 6 TTTech 30.3
  7. 7 Cognite 29.4
  8. 8 Siemens 28.4
  9. 9 Amazon IoT TwinMaker 28.1
  10. 10 Siemens PLM 28.1
All 66 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 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-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"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

A second provider on the same verified email joins the account you already have.