Beyond Math

BeyondMath is an AI company that has built what it calls the world's first foundational AI model of physics. Its Generative Physics Engine runs full-fidelity, engineering-grade simulations covering fluid, thermal, and structural analysis directly from uploaded geometry, without pre-meshing or preprocessing, and returns results up to 1000x faster than traditional CFD/FEA solvers while generalizing across unseen geometries without retraining. The platform lets engineering teams explore thousands of design variations in minutes rather than months across automotive, aerospace, energy, defense, semiconductor, construction, telecommunications, and electronics. Founded by Alan Patterson (CEO) and Darren Garvey (CTO), the company raised an $18.5M seed round and partners with NVIDIA and AWS. Access is gated behind a waitlist for the Generative Physics Studio; on-premise and private-cloud enterprise deployment is offered. No public developer API, SDK, or OpenAPI is published at this time.

Beyond Math is profiled on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Physics Simulation, Machine-Learning, and Engineering.

Beyond Math’s developer surface includes documentation, support, signup flow, and 9 more developer resources.

🌐 Visit website 📡 Source on GitHub

11.0/100 emerging ▬ flat Agent 0/100 human only saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

AccessApproval

0 APIs

Company Artificial Intelligence Physics Simulation Machine-Learning Engineering Simulation CFDFoundational Models

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 11.0/100 · emerging

Contract Quality 0.0 / 25

Developer Ergonomics 2.9 / 20

Access Clarity 2.1 / 20

Operational Transparency 0.3 / 13

Contract Governance 0.0 / 12

Discoverability 5.7 / 10

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

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

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

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.

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 github.com/api-evangelist/beyond-math: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Security Posture 1

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

Beyond Math Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

SignUp

SignUp

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

Company 5

The organization behind the API

Website

Website

About

About

Careers

Careers

LinkedIn

Twitter

Twitter

Source (apis.yml)

aid: beyond-math
name: Beyond Math
description: BeyondMath is an AI company that has built what it calls the world's first foundational AI model of physics.
  Its Generative Physics Engine runs full-fidelity, engineering-grade simulations covering fluid, thermal, and structural
  analysis directly from uploaded geometry, without pre-meshing or preprocessing, and returns results up to 1000x faster than
  traditional CFD/FEA solvers while generalizing across unseen geometries without retraining. The platform lets engineering
  teams explore thousands of design variations in minutes rather than months across automotive, aerospace, energy, defense,
  semiconductor, construction, telecommunications, and electronics. Founded by Alan Patterson (CEO) and Darren Garvey (CTO),
  the company raised an $18.5M seed round and partners with NVIDIA and AWS. Access is gated behind a waitlist for the Generative
  Physics Studio; on-premise and private-cloud enterprise deployment is offered. No public developer API, SDK, or OpenAPI
  is published at this time.
url: https://raw.githubusercontent.com/api-evangelist/beyond-math/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- insight-partners
x-tier: stub
x-tier-reason: portfolio-lead
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: approval
  trial: false
  try_now: false
  public: false
  label: Requires approval
  confidence: medium
  source: []
  generated: '2026-07-22'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-18'
image: https://studio.generativephysics.ai/BeyondMath_Avatar_RGB.png
tags:
- Company
- Artificial Intelligence
- Physics Simulation
- Machine-Learning
- Engineering
- Simulation
- CFD
- Foundational Models
tags_raw:
- Company
- Artificial Intelligence
- Physics Simulation
- Machine Learning
- Engineering
- Simulation
- CFD
- Foundational Models
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://beyondmath.com/
- type: About
  url: https://beyondmath.com/about
- type: Documentation
  url: https://beyondmath.com/technology
- type: Support
  url: https://beyondmath.com/contact
- type: SignUp
  url: https://studio.generativephysics.ai/waitlist
- type: PrivacyPolicy
  url: https://beyondmath.com/privacy
- type: GitHubOrganization
  url: https://github.com/beyondmath
- type: Careers
  url: https://jobs.ashbyhq.com/beyondmath
- type: LinkedIn
  url: https://www.linkedin.com/company/beyondmath/
- type: Twitter
  url: https://x.com/BeyondMathLtd
- type: DomainSecurity
  url: security/beyond-math-domain-security.yml
- type: LLMsTxt
  url: llms/beyond-math-llms.txt
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

Work with this as data

Every provider 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 providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
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 provider

curl "https://apis.io/api/v1/providers/beyond-math"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/beyond-math/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/beyond-math/evidence"

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.

GitHub Google LinkedIn

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