Andromeda

Andromeda AI provides a cloud-native platform for building, deploying, and scaling AI-driven applications. The company offers managed services for model training, inference, data pipelines, and monitoring, targeting enterprises seeking to integrate advanced machine learning capabilities. Founded in 2022, Andromeda AI emphasizes security, compliance, and developer-friendly tooling, with extensive documentation, SDKs, and support resources. Their platform supports popular frameworks such as TensorFlow, PyTorch, and ONNX, and integrates with major cloud providers for hybrid deployments.

Andromeda is listed with 1 API on the APIs.io network. Tagged areas include Company, AI, Cloud, Platform, and Machine-Learning.

The Andromeda catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Andromeda’s developer surface includes authentication, documentation, API reference, getting-started guide, and 21 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

35.6/100 thin Agent 50/100 agent ready Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

1 API

CompanyAICloud PlatformMachine-LearningEnterprise

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 35.6/100 · thin

Contract Quality 5.5 / 21

Developer Ergonomics 6.9 / 17

Access Clarity 4.9 / 17

Operational Transparency 3.5 / 11

Contract Governance 2.2 / 10

Discoverability 5.6 / 9

Regulatory Posture 4.1 / 15

Agent readiness — 50/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 9 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 4 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 8 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 0 / 3

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 could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% 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):

Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks
Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too
Agentic Commerce Well-Known Document +5 pts — a parsing /.well-known/ucp.json or acp.json declaring a version and at least one service — `self` when its endpoints are on the provider's own domain, `platform` when they are on a vendor's

4 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 26.0 — up to +18.5 composite points
Access Clarity scores 28.9 — up to +14.2 composite points
Developer Ergonomics scores 40.5 — up to +11.9 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/andromeda-ai/apis.yml: open an issue on github.com/api-evangelist/andromeda-ai 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 →

APIs 1

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

Andromeda API

Andromeda API as documented publicly: 24 operations. Contract generated from the documentation by API Evangelist (2026-10-28); not the provider's own document.

Semantic Vocabularies 1

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

Andromeda Ai Context

8 classes · 30 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Andromeda API Rules

10 rules · 8 errors 1 warnings 1 info

SPECTRAL

JSON Schema 6

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

GetClustersClusteridMachinesResponse

4 properties

JSON SCHEMA

GetClustersClusteridOptionsResponse

5 properties

JSON SCHEMA

GetOrganizationsOrgidClustersClusteridAccessResponse

20 properties

JSON SCHEMA

GetOrganizationsOrgidClustersClusteridResponse

15 properties

JSON SCHEMA

PutClustersClusteridSchedulerConfigurationRequest

1 properties

JSON SCHEMA

PutOrganizationsOrgidSchedulerConfigurationRequest

1 properties

JSON SCHEMA

Security Posture 2

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

Andromeda Ai Authentication

1 scheme

SECURITY

Andromeda Ai Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Design & Contract 8

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Idempotency

Conventions

ErrorCatalog

Conformance

Scroll for all 8

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 4

Authentication, authorization, and security posture

Authentication

SecurityTxt

DomainSecurity

TrustCenter

Operate 1

Status, limits, changes, and where to get help

StatusPage

StatusPage

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 1

The organization behind the API

Website

Website

Other 3

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: andromeda-ai
name: Andromeda
image: https://andromeda.ai/opengraph-image.png?opengraph-image.10gz03i-uqhnp.png
description: Andromeda AI provides a cloud-native platform for building, deploying, and scaling AI-driven applications. The
  company offers managed services for model training, inference, data pipelines, and monitoring, targeting enterprises seeking
  to integrate advanced machine learning capabilities. Founded in 2022, Andromeda AI emphasizes security, compliance, and
  developer-friendly tooling, with extensive documentation, SDKs, and support resources. Their platform supports popular frameworks
  such as TensorFlow, PyTorch, and ONNX, and integrates with major cloud providers for hybrid deployments.
url: https://artifacts.apis.io/andromeda-ai/apis.yml
x-type: company
x-source: harvest:vc-portfolio
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-28 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-28'
modified: '2026-10-28'
tags:
- Company
- AI
- Cloud
- Platform
- Machine-Learning
- Enterprise
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/andromeda-ai-rules.yml
- type: JSONLD
  url: json-ld/andromeda-ai-context.jsonld
- type: Vocabulary
  url: vocabulary/andromeda-ai-vocabulary.yml
- type: DataModel
  url: data-model/andromeda-ai-data-model.yml
- type: Idempotency
  url: conventions/andromeda-ai-conventions.yml
- type: Conventions
  url: conventions/andromeda-ai-conventions.yml
- type: Authentication
  url: authentication/andromeda-ai-authentication.yml
- type: ErrorCatalog
  url: errors/andromeda-ai-problem-types.yml
- type: Conformance
  url: conformance/andromeda-ai-conformance.yml
- type: LLMsTxt
  url: llms/andromeda-ai-llms.txt
- type: AgentCard
  url: a2a/andromeda-ai-a2a.yml
- type: SecurityTxt
  url: well-known/andromeda-ai-login-security.txt
- type: WellKnown
  url: well-known/andromeda-ai-well-known.yml
- type: Hosts
  url: hosts/andromeda-ai-hosts.yml
- type: Vendors
  url: vendors/andromeda-ai-vendors.yml
- type: StatusPage
  url: https://status.andromeda.ai/
- type: DomainSecurity
  url: security/andromeda-ai-domain-security.yml
- type: Website
  url: https://andromeda.ai
- type: Documentation
  url: https://docs.andromeda.ai/
- type: APIReference
  url: https://docs.andromeda.ai/api-reference/overview
- type: GettingStarted
  url: https://docs.andromeda.ai/clusters/quickstart
- type: GitHubOrganization
  url: https://github.com/andromeda
- type: TermsOfService
  url: https://andromeda.ai/terms
- type: PrivacyPolicy
  url: https://andromeda.ai/privacy
- type: TrustCenter
  url: https://trust.andromeda.ai/
apis:
- aid: andromeda-ai:andromeda-ai-api
  name: Andromeda API
  description: 'Andromeda API as documented publicly: 24 operations. Contract generated from the documentation by API Evangelist
    (2026-10-28); not the provider''s own document.'
  humanURL: https://docs.andromeda.ai/api-reference/overview
  baseURL: https://business-api.andromedacluster.xyz
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/andromeda-ai-openapi-generated.yml
    x-provenance: generated
  - type: JSONSchema
    url: json-schema/andromeda-ai-get-organizations-orgid-clusters-clusterid-access-response-schema.json
  - type: JSONSchema
    url: json-schema/andromeda-ai-get-organizations-orgid-clusters-clusterid-response-schema.json
  - type: JSONSchema
    url: json-schema/andromeda-ai-get-clusters-clusterid-options-response-schema.json
  - type: JSONSchema
    url: json-schema/andromeda-ai-get-clusters-clusterid-machines-response-schema.json
  - type: JSONSchema
    url: json-schema/andromeda-ai-put-clusters-clusterid-scheduler-configuration-request-schema.json
  - type: JSONSchema
    url: json-schema/andromeda-ai-put-organizations-orgid-scheduler-configuration-request-schema.json
x-backed-by:
- paradigm
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: The provider's documentation is available as markdown pages but no OpenAPI, AsyncAPI, GraphQL, or other machine‑readable
    contract was found.
  evidence:
  - url: https://docs.andromeda.ai/api-reference/overview
    status: 200
  checked: '2026-10-28'
x-enrichment:
  date: '2026-10-28'
  status: enriched
  artifacts_added: 33
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Andromeda API — frequently asked questions

Does Andromeda have an API?

Yes. APIs.io lists 1 API from Andromeda, including Andromeda API.

Is there an OpenAPI specification for the Andromeda API?

Yes. APIs.io indexes 1 OpenAPI specification for Andromeda, each linked for download from this page.

How do I authenticate with the Andromeda API?

Andromeda documents its authentication (1 scheme). The details are profiled on APIs.io as Andromeda Ai Authentication.

Is the Andromeda API ready for AI agents?

Andromeda has a Kin Score of 35.6 out of 100 (thin) and an Agent Readiness score of 50.2 (agent-ready), scored by API Evangelist on 2026-10-31.

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