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Parallel Domain

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Parallel Domain

paralleldomain.com
HQ: San Francisco, California, United States
200
Technology

Company research

Public company, workplace, funding, and market signals

Updated Aug 16, 2026

Overview

Parallel Domain is a private software company building high-fidelity simulation and synthetic-data infrastructure for testing and validating autonomous systems. Its platform helps automotive, robotics, drone, eVTOL, and other autonomy developers test perception and machine-learning systems in realistic, controllable virtual environments before real-world deployment.

Primary product

A software-in-the-loop sensor-simulation platform and APIs, including PD Replica for neural-reconstruction-based digital twins and Data Lab for synthetic-data generation.

Founded

2017

Headquarters

San Francisco, California, United States

Team size

40-50

Industry

Software Development

Sub-industry

Autonomous-systems simulation, synthetic data, artificial intelligence, and automotive software

Offices

San Francisco, California, United States
Karlsruhe, Germany
Vancouver, Canada
Palo Alto, California, United States

Business model

B2B enterprise software
Usage-based/API software
Enterprise licensing
Professional and technical services

Funding

Stage

Series B

Total raised

$43.9M

Latest round

Series B · Nov 2022

Latest amount

$30M

Series B

Nov 2022 · March Capital

$30M

Series A

Dec 2020 · Foundry Group

$11M

Seed

May 2018 · Costanoa Ventures and Ubiquity Ventures

$2.9M

People & investors

Leadership

Zack Novak

Chief Executive Officer and Board Member

Kevin McNamara

Founder, Chief Product Officer, and Board Member

Johan Vertens

Head of Machine Learning

Nikola Dordic

Head of Product, Replica

Zoe Glynn

Director of Engineering, Platform

Mike Grossman

Board Member

Investors

Costanoa Ventures
Foundry Group
March Capital
Ubiquity Ventures

Work & culture

Public materials emphasize a mission-driven, technically ambitious culture focused on safety, autonomy, simulation, neural reconstruction, and rigorous testing. Specific benefits and formal cultural policies were not publicly established in the researched sources.

Compensation

Public compensation bands were not identified. Available job postings indicate hiring across engineering, technical-art, reliability, automotive technical-account, and enterprise-sales functions, but did not provide reliable company-wide compensation data.

Product & market

Pricing

Custom enterprise pricing and API/demo-led sales; public list pricing was not found.

Differentiators

  • —High-fidelity, sensor-realistic simulation rather than only visual or generic synthetic data
  • —Fully controllable software-in-the-loop environments for repeatable testing
  • —PD Replica neural reconstruction converts real-world drive data into controllable digital twins
  • —Coverage of perception testing, scenario generation, synthetic data, and validation workflows
  • —Designed for large-scale testing across autonomous vehicles, drones, eVTOL aircraft, robotics, and other physical-AI systems

Technology

Python
C++/Clang
CUDA
PyTorch
Unreal Engine
Houdini
Blender
3ds Max
Docker
Kubernetes
AWS Lambda
Amazon SQS
gRPC
Protocol Buffers
Terraform
Helm
Argo CD
Jenkins
GitHub Actions
Prometheus

Customers

Automotive OEMs and Tier 1 suppliers
Autonomous-vehicle developers
Drone-delivery companies
eVTOL developers
Robotics companies
Last-mile delivery and agriculture-technology companies
Waymo and Tesla are referenced by Parallel Domain as industry examples whose public work reinforces the importance of simulation; a direct customer relationship was not independently verified.

Competitors

Applied Intuition
dSPACE
CARLA
NVIDIA DRIVE Sim and Omniverse
Cognata
MORAI
Foretellix
Waabi

Scale & contact

Estimated revenue

$1M-$10M annually; one third-party company estimate reports approximately $5M.

Estimated monthly visits

11.4K

Traffic estimate as of Jun 2026

Signals & risks

Other
Mar 2026

Founder and former CEO Kevin McNamara handed the CEO role to Zack Novak and moved into a product-focused role as Chief Product Officer and board member. This is a leadership transition rather than a reported adverse event.

Source

Latest news

Parallel Domain appoints Zack Novak as CEO as founder Kevin McNamara moves into product leadership

Parallel Domain LinkedIn · Mar 2026

Parallel Domain announced Zack Novak as CEO. Founder Kevin McNamara remains involved as Chief Product Officer and board member, with a focus on product and customer impact.

Parallel Domain details work with NVIDIA on production-grade simulation for physical AI

Parallel Domain LinkedIn · Mar 2026

The company highlighted collaboration with NVIDIA to deliver simulation infrastructure for physical-AI developers.

Parallel Domain launches PD Replica for high-fidelity digital twins in autonomous-vehicle testing

VentureBeat · Jun 2024

PD Replica uses reconstruction-based technology to create high-fidelity, controllable digital twins for autonomous-vehicle testing.

Parallel Domain unveils Data Lab, a self-serve API for synthetic-data generation

PR Newswire · Jun 2023

Data Lab expanded Parallel Domain’s platform with self-service synthetic-data generation through an API.

Parallel Domain raises $30M Series B and argues autonomous driving needs synthetic data

TechCrunch · Nov 2022

Parallel Domain announced a $30 million Series B led by March Capital and described synthetic data as important to scaling autonomous-driving development.

About / teamCareers / jobsCompany news and resourcesGitHub organizationLinkedIn company pageOfficial websiteProduct: Data LabProduct: PD ReplicaX / Twitter
SourcesParallel Domain official websiteSEC Form D identifying Parallel Domain Inc., 2017 incorporation and Kevin McNamaraExa company research profile for Parallel DomainParallel Domain LinkedIn company pageKevin McNamara LinkedIn profileZack Novak LinkedIn profileVentureBeat coverage of PD Replica launchPR Newswire coverage of Data LabFinSMEs coverage of Series BTechCrunch coverage of the Series B and synthetic-data strategy

Jobs and careers at Parallel Domain

9 jobs at Parallel Domain

Director, Sales Engineering

Remote
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1w ago
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Full-time
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Product Manager

Remote
Vancouver, British Columbia, Canada; San Francisco Bay Area
4w ago
Remote
Full-time
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Senior Linux Graphics Engineer

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Remote
1mo ago
Remote
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Senior Sensor Simulation Engineer, Radar

Remote
Remote
1mo ago
Remote
Full-time
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Senior Software Engineer - Product

Hybrid
Vancouver, British Columbia, Canada
1mo ago
Hybrid
Full-time
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Technical Account Director, Automotive

Remote
Remote
3mo ago
Remote
Full-time
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OEM Enterprise Sales Director

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Remote
3mo ago
Remote
Full-time
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Enterprise Sales Director

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Remote
3mo ago
Remote
Full-time
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Principal Technical Artist

Remote
Vancouver, British Columbia, Canada; Seattle, WA
4mo ago
Remote
Full-time
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