# Aris Machina

**Canonical:** https://apis.io/providers/aris-machina/  
**Website:** https://www.arismachina.com/  
**APIs profiled:** 0

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.

## Kin Score — 5.7 / 100 (minimal)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 5.7).

| Facet | Score |
|---|---|
| Discoverability | 57.4 |
| Contract Quality | 0.0 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 0.0 |
| Commercial Clarity | 0.0 |
| Access Clarity | 0.0 |

## Agent readiness — 0.0 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low).

## Security (3)

- **Aris Machina Domain Security** — TLSv1.3 · HSTS · DMARC
- **Aris Machina Vulnerability Disclosure** — Hackerone · contact published
- **Aris Machina Trust Center** — GDPR, SOC 2 Type I

## Tags

Company, Artificial Intelligence, Manufacturing, Industrial, AI Agents, Simulation, Knowledge Graph, Ontology

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/aris-machina/). Scores are computed from the provider's own public artifacts under a published rubric.