Parallel Domain

Parallel Domain is a synthetic-data and sensor-simulation platform for physical-AI and autonomy developers. It turns real-world drive and flight logs into photorealistic, simulation-ready digital replicas (PD Replica) and generates deterministic camera, lidar, and radar sensor data at scale (PD Sim), plus self-serve synthetic-data generation through its Data Lab service. The platform is driven through a first-party Python SDK (paralleldomain / pd-sdk) and an app console, integrating with existing autonomy stacks and CI/CD for training, testing, and regulatory validation of perception systems across automotive, trucking, drone, robotics, agriculture, and defense.

Parallel Domain is profiled on the APIs.io network. Tagged areas include Company, Ai, Synthetic Data, Simulation, and Autonomous Vehicles.

Parallel Domain’s developer surface includes documentation, API reference, getting-started guide, engineering blog, support, signup flow, authentication, and 11 more developer resources.

🌐 Visit website 📡 Source on GitHub

26.0/100 emerging ▬ flat Agent 14/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5

AccessSelf serve

0 APIs

CompanyAiSynthetic DataSimulationAutonomous VehiclesComputer VisionMachine LearningRoboticsSDK

Kin Score

Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5

Composite quality — 26.0/100 · emerging

Contract Quality 0.0 / 25

Developer Ergonomics 11.7 / 20

Commercial Clarity 6.8 / 20

Operational Transparency 0.7 / 13

Governance 0.0 / 12

Discoverability 6.8 / 10

Agent readiness — 14/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 15

MCP Server 0 / 12

Machine-Readable Auth 10 / 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 4 / 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/parallel-domain: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Login

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

LLMsTxt

LLMsTxt

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Packages

Packages

SDKs

SDKs

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

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)

aid: parallel-domain
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/parallel-domain.png
name: Parallel Domain
description: Parallel Domain is a synthetic-data and sensor-simulation platform for physical-AI and autonomy developers. It
  turns real-world drive and flight logs into photorealistic, simulation-ready digital replicas (PD Replica) and generates
  deterministic camera, lidar, and radar sensor data at scale (PD Sim), plus self-serve synthetic-data generation through
  its Data Lab service. The platform is driven through a first-party Python SDK (paralleldomain / pd-sdk) and an app console,
  integrating with existing autonomy stacks and CI/CD for training, testing, and regulatory validation of perception systems
  across automotive, trucking, drone, robotics, agriculture, and defense.
url: https://raw.githubusercontent.com/api-evangelist/parallel-domain/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- foundry-group
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Ai
- Synthetic Data
- Simulation
- Autonomous Vehicles
- Computer Vision
- Machine Learning
- Robotics
- SDK
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://paralleldomain.com
- type: DeveloperPortal
  url: https://parallel-domain.github.io/pd-sdk/
- type: Documentation
  url: https://parallel-domain.github.io/pd-sdk/
- type: APIReference
  url: https://parallel-domain.github.io/pd-sdk/paralleldomain/__index.html
- type: GettingStarted
  url: https://parallel-domain.github.io/pd-sdk/getting_started.html
- type: GitHubOrganization
  url: https://github.com/parallel-domain
- type: Blog
  url: https://paralleldomain.com/resources
- type: Support
  url: https://paralleldomain.com/faq
- type: SignUp
  url: https://app.paralleldomain.com/auth/login
- type: Login
  url: https://app.paralleldomain.com/auth/login
- type: TermsOfService
  url: https://paralleldomain.com/terms-of-use
- type: PrivacyPolicy
  url: https://paralleldomain.com/privacy-policy
- type: Packages
  url: packages/parallel-domain-packages.yml
- type: SDKs
  url: packages/parallel-domain-packages.yml
- type: Authentication
  url: authentication/parallel-domain-authentication.yml
- type: WellKnown
  url: well-known/parallel-domain-well-known.yml
- type: DomainSecurity
  url: security/parallel-domain-domain-security.yml
- type: LLMsTxt
  url: llms/parallel-domain-llms.txt
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 5
  pass: local-v1