B

Bifrost AI

Generates synthetic 3D data for AI

Overview

Company Does Not Provide H-1B Sponsorship

Bifrost AI provides a subscription platform that generates synthetic 3D data to train and validate AI systems. It creates large, physically accurate datasets from simulated 3D worlds, enabling developers to programmatically craft specific scenarios for AI models in hours rather than months, with an intuitive interface that doesn’t require deep 3D expertise. The platform offers pixel-perfect labeled data in real time and can cut data-collection and labeling costs by up to 70%, while its controllable, high-fidelity environments support tasks across industries. Its goal is to accelerate AI development by supplying scalable, task-specific synthetic data that helps models learn new tasks and adapt to diverse environments.

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About Bifrost AI

Simplify's Rating
Why Bifrost AI is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsRobotics & AutomationEnterprise SoftwareAI & Machine Learning

Company Size

11-50

Company Stage

Series A

Total Funding

$8.1M

Headquarters

San Francisco, CA

Founded

2019

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What believers are saying

  • October 2024 Series A raised $8 million from Airbus Ventures and Carbide.
  • Bifrost shipped organization-wide sharing, packaged datasets, and free notebooks in 2026.
  • The blog says Fortune 500 and defense customers now run Bifrost in production.

What critics are saying

  • NVIDIA Cosmos 3 and Physical AI Data Factory commoditize synthetic-data workflows in 2026.
  • Parallel Domain, Applied Intuition, and Waabi crowd Bifrost's autonomy market by 2026.
  • Bifrost still lacks disclosed 2026 revenue, making dependence on a thin enterprise funnel existential.

What makes Bifrost AI unique

  • Bifrost's October 2026 platform spans thermal, depth, panoptic masks, and multi-camera rendering.
  • Manifold, launched September 2026, explains simulation failures for robotics teams.
  • NASA JPL and NTT DATA validate Bifrost in space and satellite workflows.

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Funding

Total Funding

$8.1M

Below

Industry Average

Funded Over

2 Rounds

Series A funding typically happens when a startup has a product and some customers, and now needs funding to scale. This money is usually used to grow the team, expand marketing, and improve the product. Venture capital firms are frequently the main investors here.
Series A Funding Comparison
Below Average

Industry standards

$15M
$8M
$8.2M
$15M
$30M

Benefits

  • Flexible Work Hours
  • Company Equity

Growth & Insights and Company News

6 month growth

2%

1 year growth

0%

2 year growth

0%
Bifrost AI
Jul 14th, 2026
Notebooks, now decoupled from live instances.

Notebooks, now decoupled from live instances. Edit notebooks and dispatch render jobs without a GPU instance, pre-warm instances for when you need them, and share packaged datasets across your organization. Until now, opening a notebook meant spinning up a live instance - even if all you wanted was to tweak a parameter or kick off a render. That's GPU time spent waiting on you, not working for you. Bifrost has just released a new flow that separates live instances from notebook access. What's new. * Edit and render without an instance. Open your notebook, make changes, and send off render jobs with no live instance running. A live instance is only required to view the live viewport or run notebook cells. * Start a live instance from anywhere. Pre-warm an instance so it's ready the moment you need it - no more waiting on a cold start when you sit down to work. * Clear single-user access. At any point in time, one user may use an instance, and one user may edit a notebook. Taking over an instance or entering a notebook hands control to the newest user, so there's never ambiguity about who's driving. Why this matters. Most notebook sessions don't need a GPU. Reviewing scenario parameters, adjusting a camera pose, dispatching a batch of renders - none of that requires a live viewport. Decoupling the two means you only consume instance time when you're actually iterating visually, and renders go out the moment you're ready instead of after an instance boots. Pre-warming flips the equation the other way: if you know you'll need the viewport at 2pm, start the instance at 1:55 and walk into a session that's already hot. Also new: packaged datasets shared across your organization. Bifrost has also improved the downloads flow. Packaged datasets are now shared across your entire organization, with the ability to filter by the dataset's creator. You asked for a way to share downloads across the whole team - now anyone in your org can grab a teammate's packaged dataset without re-rendering or passing files around.

Business Wire
Nov 2nd, 2024
Airbus Ventures Invests in Bifrost AI to Accelerate Physical AI by Simulating Reality

Airbus Ventures announces its investment in Bifrost AI, a Generative 3D Data platform, to meet the growing demand for AI training data and 3D simulati

PR Newswire
Oct 31st, 2024
Bifrost raises $8M to accelerate AI's ability to solve problems in the physical world

SAN FRANCISCO, Oct. 31, 2024 /PRNewswire/ - Bifrost AI, a Generative 3D Data platform, raised $8 million in Series A funding to meet the growing demand for AI training data and 3D simulations.

The Bakersfield Californian
Oct 30th, 2024
Airbus Ventures Invests in Bifrost AI to Accelerate Physical AI by Simulating Reality

Airbus Ventures invests in Bifrost AI to accelerate physical AI by simulating reality.

Surge
Mar 1st, 2023
Surge 08 is Out to Change the World! | Surge

Each of our Surge 08 founders is inspiring us by their pioneering work and their ability to reimagine their sectors. We caught a glimpse of what the world could look like over the next decade in healthcare, AI, gaming, e-commerce and consumer brands and we’re so excited to partner with them at the start of this exciting journey!

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