Aris Machina

Aris Machina builds AI-powered industrial software for advanced manufacturing, describing its mission as delivering "industrial superintelligence" that unifies design, production, and operations through AI agents and a shared semantic knowledge model. Its products include Protos, an AI co-engineer for R&D teams that accelerates design validation and simulation; Gemba, shopfloor operational agents that provide real-time equipment diagnostics; and the Ontology Toolkit, a knowledge-integration layer that bridges data across MES, ERP, and PLM systems. Aris Machina serves batteries, biopharma, robotics, defense, and aerospace, and is backed by Earlybird. The company operates from Stockholm, Bangalore, and California. This profile was surfaced as an Earlybird portfolio company and enriched from public web sources; Aris Machina does not currently publish a public developer API surface, OpenAPI specification, or SDKs.

Aris Machina is profiled on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Manufacturing, Industrial, and AI Agents.

Aris Machina’s developer surface includes signup flow, engineering blog, and 9 more developer resources.

🌐 Visit website 📡 Source on GitHub
18.6/100 emerging ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-23 · rubric v0.5
0 APIs
CompanyArtificial IntelligenceManufacturingIndustrialAI AgentsSimulationKnowledge GraphOntology

Kin Score

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scored 2026-07-23 · rubric v0.5
Composite quality — 18.6/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 0.4 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 1.4 / 13
Governance 0.0 / 12
Discoverability 6.8 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/aris-machina: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Security Posture 3

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

Aris Machina Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Aris Machina Vulnerability Disclosure

Hackerone · contact published

SECURITY

Aris Machina Trust Center

GDPR, SOC 2 Type I

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

SignUp
SignUp

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt
LLMsTxt

Access & Security 5

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity
 TrustCenter
TrustCenter
 Compliance
Compliance
 Security
Security
 VulnerabilityDisclosure
VulnerabilityDisclosure

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 2

The organization behind the API

Website
Website
 Blog
Blog

Source (apis.yml)

apis.yml Raw ↑ 
aid: aris-machina
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/aris-machina.png
name: Aris Machina
description: Aris Machina builds AI-powered industrial software for advanced manufacturing, describing its mission as delivering
  "industrial superintelligence" that unifies design, production, and operations through AI agents and a shared semantic knowledge
  model. Its products include Protos, an AI co-engineer for R&D teams that accelerates design validation and simulation; Gemba,
  shopfloor operational agents that provide real-time equipment diagnostics; and the Ontology Toolkit, a knowledge-integration
  layer that bridges data across MES, ERP, and PLM systems. Aris Machina serves batteries, biopharma, robotics, defense, and
  aerospace, and is backed by Earlybird. The company operates from Stockholm, Bangalore, and California. This profile was
  surfaced as an Earlybird portfolio company and enriched from public web sources; Aris Machina does not currently publish
  a public developer API surface, OpenAPI specification, or SDKs.
url: https://raw.githubusercontent.com/api-evangelist/aris-machina/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- earlybird
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-18'
tags:
- Company
- Artificial Intelligence
- Manufacturing
- Industrial
- AI Agents
- Simulation
- Knowledge Graph
- Ontology
apis: []
common:
- type: DomainSecurity
  url: security/aris-machina-domain-security.yml
- type: Website
  url: https://www.arismachina.com/
- type: SignUp
  url: https://protos.arismachina.com/signup
- type: Blog
  url: https://www.arismachina.com/news
- type: TermsOfService
  url: https://www.arismachina.com/policies/terms-of-service
- type: PrivacyPolicy
  url: https://www.arismachina.com/policies/privacy-policy
- type: TrustCenter
  url: https://www.arismachina.com/trust
- type: Compliance
  url: https://www.arismachina.com/trust
- type: Security
  url: https://www.arismachina.com/trust
- type: VulnerabilityDisclosure
  url: security/aris-machina-vulnerability-disclosure.yml
- type: LLMsTxt
  url: llms/aris-machina-llms.txt
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence