Amazon Monitron

Amazon Monitron is an end-to-end system that uses machine learning to detect abnormal behavior in industrial machinery. It includes sensors, a gateway, and the Monitron mobile app to enable predictive maintenance and reduce unplanned downtime.

Amazon Monitron is listed with 3 APIs on the APIs.io network: ProjectAdmins API, Projects API, and Tags API. Tagged areas include Amazon Web Services, Industrial IoT, Predictive Maintenance, Monitoring, and Machine Learning.

The Amazon Monitron catalog on APIs.io includes 1 JSON-LD context and 2 Spectral governance rulesets.

Amazon Monitron’s developer surface includes pricing, authentication, developer portal, documentation, support, engineering blog, developer console, and 17 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

51.4/100 developing ▬ flat Agent 31/100 agent ready saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessPaid

3 APIs 5 Features 4 Use Cases

Amazon Web Services Industrial IoT Predictive Maintenance Monitoring Machine Learning

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 51.4/100 · developing

Contract Quality 4.6 / 19

Developer Ergonomics 7.3 / 15

Access Clarity 13.8 / 15

Operational Transparency 3.6 / 10

Contract Governance 2.5 / 9

Discoverability 5.4 / 8

Regulatory Posture 4.9 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 31/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 9 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks

7 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 24.3 — up to +18.9 composite points
Developer Ergonomics scores 48.8 — up to +10.2 composite points
Contract Governance scores 27.3 — up to +8.7 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/amazon-monitron/apis.yml: open an issue on github.com/api-evangelist/amazon-monitron to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 1

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

OpenAPI

measured — observed by APIs.io (published)

APIs 3

Individual APIs this provider publishes, each with its own machine-readable definition.

Amazon Monitron ProjectAdmins API

The ProjectAdmins API from Amazon Monitron — 2 operation(s) for projectadmins.

Amazon Monitron Projects API

The Projects API from Amazon Monitron — 2 operation(s) for projects.

Amazon Monitron Tags API

The Tags API from Amazon Monitron — 1 operation(s) for tags.

Postman Collections 3

Ready-to-run Postman collections for exercising this provider's APIs.

Amazon Monitron ProjectAdmins API

POSTMAN

Amazon Monitron ProjectAdmins Projects API

POSTMAN

Amazon Monitron ProjectAdmins Tags API

POSTMAN

Open Collections 3

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Amazon Monitron ProjectAdmins API

OPEN COLLECTION

Amazon Monitron ProjectAdmins Projects API

OPEN COLLECTION

Amazon Monitron ProjectAdmins Tags API

OPEN COLLECTION

Amazon Monitron API pricing

Prices published by Amazon Monitron, read 2026-10-07 from aws.amazon.com/monitron/pricing/.

Plan	Price
Amazon Monitron Starter Kit (5 Sensors (TE1A001), 1 Gateway)	$715 Includes: 5 Sensors and 1 Gateway
Pack of 5 Amazon Monitron Sensors (TE1A001)	$575
Pack of 5 Ex-rated Amazon Monitron Sensors (TE1A195)	$800
Amazon Monitron Gateway (Wi-Fi)	$140
Amazon Monitron Gateway (Ethernet)	$180
Amazon Monitron Service	$4.17/Sensor/month ($50 per Sensor per year) Includes: US East (N. Virginia) Region rate; charged from commissioning

Plan details, limits and sources →

Rate limits

Free Tier Default: 10 requests per minute
Free Tier Monthly Quota: 1000 requests per month
Professional Tier Default: 100 requests per minute

Compiled by API Evangelist, not yet checked against Amazon Monitron's documentation. All 5 limits →

Billed by: pack of 5 sensors · FinOps profile →

Pricing Plans 1

Published pricing tiers and plan structures.

Amazon Monitron Plans Pricing

6 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Amazon Monitron Rate Limits

5 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Amazon Monitron

SLA

FinOps 1

Cost, billing, and metering signals for API financial operations.

Amazon Monitron Finops

FINOPS

Features 5

Notable capabilities this provider offers.

ML-Based Anomaly Detection

Machine learning models trained on industrial machinery data to detect abnormal behavior automatically.

Project Management

Organize machine monitoring deployments into projects with access control.

End-to-End System

Integrated hardware sensors, gateway, cloud processing, and mobile app in one solution.

Predictive Maintenance

Identify potential equipment failures before they occur to schedule proactive maintenance.

User Access Control

Manage project administrators and user associations with fine-grained permissions.

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Amazon Monitron Monitron Api Context

6 classes · 10 properties

JSON-LD

Spectral Rules 2

Spectral governance rulesets for linting and validating these APIs.

Amazon Monitron — jsonschema rules

5 rules · 3 warnings 2 info

SPECTRAL

Amazon Monitron API Rules

26 rules · 9 errors 12 warnings 5 info

SPECTRAL

JSON Schema 4

Standalone JSON Schema definitions for this provider's data models.

CreateProjectRequest

4 properties

JSON SCHEMA

ListProjectsResponse

2 properties

JSON SCHEMA

Project

5 properties

JSON SCHEMA

Tag

2 properties

JSON SCHEMA

JSON Structure 4

JSON Structure definitions describing this provider's data shapes.

Monitron Api Create Project Request Structure

4 properties

JSON STRUCTURE

Monitron Api List Projects Response Structure

2 properties

JSON STRUCTURE

Monitron Api Project Structure

5 properties

JSON STRUCTURE

Monitron Api Tag Structure

2 properties

JSON STRUCTURE

Examples 4

Example request and response payloads for these APIs.

Monitron Api Create Project Request Example

4 fields

EXAMPLE

Monitron Api List Projects Response Example

2 fields

EXAMPLE

Monitron Api Project Example

5 fields

EXAMPLE

Monitron Api Tag Example

2 fields

EXAMPLE

Security Posture 4

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Amazon Monitron Authentication

apiKey · 1 scheme

SECURITY

Amazon Monitron Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Amazon Monitron Vulnerability Disclosure

security.txt · contact published

SECURITY

Amazon Monitron Trust Center

PCI DSS, HIPAA, FedRAMP, GDPR, FIPS 140

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Amazon Monitron Agentic Access

12 operations · 7 acting

AGENTIC

Use Cases 4

What developers build with this provider.

Industrial Equipment Monitoring

Monitor motors, pumps, fans, and compressors for early signs of failure.

Predictive Maintenance Programs

Build data-driven maintenance schedules based on actual equipment health.

Downtime Reduction

Reduce unplanned production downtime by catching issues before equipment fails.

Plant-Wide Monitoring

Deploy sensors across entire manufacturing facilities for comprehensive asset health.

Integrations 4

Pre-built integrations with other platforms and tools.

AWS IoT Core

Monitron gateway connects to the cloud via AWS IoT Core.

Amazon Kinesis

Stream Monitron measurement data to Kinesis for real-time analytics.

Amazon S3

Export historical sensor data to S3 for long-term analysis.

AWS IAM

Control API access and project permissions with IAM policies.

Resources

Get Started 3

Portal, sign-up, and the first successful call

Portal

Portal

Console

Console

Signup

Signup

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

SpectralRules

SpectralRules

Vocabulary

Vocabulary

Build 2

SDKs, sample code, and the tooling you integrate with

PostmanWorkspace

PostmanWorkspace

GitHubOrganization

GitHubOrganization

Access & Security 4

Authentication, authorization, and security posture

TrustCenter

TrustCenter

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 4

Status, limits, changes, and where to get help

RateLimits

Support

StatusPage

Contact

Commercial 5

Pricing, plans, and the legal terms of use

Pricing

FinOps

Plans

TermsOfService

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

aid: amazon-monitron
name: Amazon Monitron
description: Amazon Monitron is an end-to-end system that uses machine learning to detect abnormal behavior in industrial
  machinery. It includes sensors, a gateway, and the Monitron mobile app to enable predictive maintenance and reduce unplanned
  downtime.
type: Index
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: paid
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Paid
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/amazon-monitron.png
tags:
- Amazon Web Services
- Industrial IoT
- Predictive Maintenance
- Monitoring
- Machine Learning
tags_raw:
- AWS
- Industrial IoT
- Predictive Maintenance
- Monitoring
- Machine-Learning
url: https://raw.githubusercontent.com/api-evangelist/amazon-monitron/refs/heads/main/apis.yml
created: '2026-03-16'
modified: '2026-09-16'
specificationVersion: '0.23'
apis:
- aid: amazon-monitron:amazon-monitron-projectadmins-api
  name: Amazon Monitron ProjectAdmins API
  description: The ProjectAdmins API from Amazon Monitron — 2 operation(s) for projectadmins.
  humanURL: https://aws.amazon.com/monitron/
  baseURL: https://monitron.us-east-1.amazonaws.com
  tags:
  - ProjectAdmins
  properties:
  - type: OpenAPI
    url: openapi/amazon-monitron-projectadmins-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/monitron/
  - type: GettingStarted
    url: https://aws.amazon.com/monitron/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/monitron/pricing/
  - type: FAQ
    url: https://aws.amazon.com/monitron/faqs/
- aid: amazon-monitron:amazon-monitron-projects-api
  name: Amazon Monitron Projects API
  description: The Projects API from Amazon Monitron — 2 operation(s) for projects.
  humanURL: https://aws.amazon.com/monitron/
  baseURL: https://monitron.us-east-1.amazonaws.com
  tags:
  - Project
  tags_raw:
  - Projects
  properties:
  - type: OpenAPI
    url: openapi/amazon-monitron-projects-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/monitron/
  - type: GettingStarted
    url: https://aws.amazon.com/monitron/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/monitron/pricing/
  - type: FAQ
    url: https://aws.amazon.com/monitron/faqs/
- aid: amazon-monitron:amazon-monitron-tags-api
  name: Amazon Monitron Tags API
  description: The Tags API from Amazon Monitron — 1 operation(s) for tags.
  humanURL: https://aws.amazon.com/monitron/
  baseURL: https://monitron.us-east-1.amazonaws.com
  tags:
  - Tags
  properties:
  - type: OpenAPI
    url: openapi/amazon-monitron-tags-api-openapi.yml
  - type: Documentation
    url: https://docs.aws.amazon.com/monitron/
  - type: GettingStarted
    url: https://aws.amazon.com/monitron/getting-started/
  - type: Pricing
    url: https://aws.amazon.com/monitron/pricing/
  - type: FAQ
    url: https://aws.amazon.com/monitron/faqs/
common:
- type: Pricing
  url: https://aws.amazon.com/monitron/pricing/
- type: RateLimits
  url: rate-limits/amazon-monitron-rate-limits.yml
- type: FinOps
  url: finops/amazon-monitron-finops.yml
- type: Plans
  url: plans/amazon-monitron-plans-pricing.yml
- type: Website
  url: https://aws.amazon.com/monitron/
- type: PostmanWorkspace
  url: https://www.postman.com/kinlaneapi/amazon-monitron/overview
- type: AgenticAccess
  url: agentic-access/amazon-monitron-agentic-access.yml
- type: TrustCenter
  url: security/amazon-monitron-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/amazon-monitron-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/amazon-monitron-domain-security.yml
- type: Authentication
  url: authentication/amazon-monitron-authentication.yml
- type: Portal
  url: https://aws.amazon.com/monitron/
- type: Documentation
  url: https://docs.aws.amazon.com/monitron/
- type: TermsOfService
  url: https://aws.amazon.com/service-terms/
- type: PrivacyPolicy
  url: https://aws.amazon.com/privacy/
- type: Support
  url: https://aws.amazon.com/premiumsupport/
- type: Blog
  url: https://aws.amazon.com/blogs/media/
- type: GitHubOrganization
  url: https://github.com/aws
- type: Console
  url: https://console.aws.amazon.com/monitron/
- type: Signup
  url: https://portal.aws.amazon.com/billing/signup
- type: StatusPage
  url: https://health.aws.amazon.com/health/status
- type: Contact
  url: https://aws.amazon.com/contact-us/
- type: SpectralRules
  url: rules/amazon-monitron-spectral-rules.yml
- type: Vocabulary
  url: vocabulary/amazon-monitron-vocabulary.yaml
- type: Features
  data:
  - name: ML-Based Anomaly Detection
    description: Machine learning models trained on industrial machinery data to detect abnormal behavior automatically.
  - name: Project Management
    description: Organize machine monitoring deployments into projects with access control.
  - name: End-to-End System
    description: Integrated hardware sensors, gateway, cloud processing, and mobile app in one solution.
  - name: Predictive Maintenance
    description: Identify potential equipment failures before they occur to schedule proactive maintenance.
  - name: User Access Control
    description: Manage project administrators and user associations with fine-grained permissions.
- type: UseCases
  data:
  - name: Industrial Equipment Monitoring
    description: Monitor motors, pumps, fans, and compressors for early signs of failure.
  - name: Predictive Maintenance Programs
    description: Build data-driven maintenance schedules based on actual equipment health.
  - name: Downtime Reduction
    description: Reduce unplanned production downtime by catching issues before equipment fails.
  - name: Plant-Wide Monitoring
    description: Deploy sensors across entire manufacturing facilities for comprehensive asset health.
- type: Integrations
  data:
  - name: AWS IoT Core
    description: Monitron gateway connects to the cloud via AWS IoT Core.
  - name: Amazon Kinesis
    description: Stream Monitron measurement data to Kinesis for real-time analytics.
  - name: Amazon S3
    description: Export historical sensor data to S3 for long-term analysis.
  - name: AWS IAM
    description: Control API access and project permissions with IAM policies.
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
x-parent: amazon-web-services
x-relationship: product

Amazon Monitron API — frequently asked questions

Does Amazon Monitron have an API?

Yes. APIs.io lists 3 APIs from Amazon Monitron, including Amazon Monitron ProjectAdmins API, Amazon Monitron Projects API and Amazon Monitron Tags API.

Is there an OpenAPI specification for the Amazon Monitron API?

Yes. APIs.io indexes 3 OpenAPI specifications for Amazon Monitron, each linked for download from this page.

How do I authenticate with the Amazon Monitron API?

Amazon Monitron uses bearer-token authentication (apiKey · 1 scheme). The details are profiled on APIs.io as Amazon Monitron Authentication.

How much does the Amazon Monitron API cost?

Amazon Monitron publishes its prices; its Amazon Monitron Starter Kit (5 Sensors (TE1A001), 1 Gateway) plan is $715 as of 2026-10-07. APIs.io lists 6 pricing plans for Amazon Monitron, with each plan's price, limits and inclusions under Pricing on this page.

Is the Amazon Monitron API ready for AI agents?

Amazon Monitron has a Kin Score of 51.4 out of 100 (developing) and an Agent Readiness score of 30.9 (agent-ready), scored by API Evangelist on 2026-11-06.

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