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Marble Technology

Generates persistent, exportable 3D worlds

Overview

Marble is a generative 3D world creator by World Labs that turns text, images, videos, or 3D sketches into high-fidelity, explorable 3D environments for gaming, VFX, and VR. It builds complete worlds that can be edited and exported as meshes or Gaussian splats, not just transient 2D assets, and includes a prompt-based editing tool called Chisel. It differentiates itself by delivering persistent, production-ready 3D environments for professional pipelines, backed by World Labs and leadership from Fei-Fei Li, with a freemium model (Free, Standard, Pro, Max). Its goal is to advance spatial intelligence by helping AI understand, generate, and interact with 3D spaces, enabling creators, studios, and researchers to quickly produce persistent worlds for demos, simulations, games, and digital twins.

Launched RecentlySignificant Headcount Growth

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About Marble Technology

Simplify's Rating
Why Marble Technology is rated
C+
Rated B on Competitive Edge
Rated C on Growth Potential
Rated C on Differentiation

Industries

VR & AREnterprise SoftwareAI & Machine LearningGaming

Company Size

11-50

Company Stage

Seed

Total Funding

$9M

Headquarters

San Francisco, CA

Founded

2025

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Simplify's take

What believers are saying

  • BDO Alliance USA exposure opens thousands of independent firms to Marble in 2026.
  • NAEA named Marble its preferred platform after a multi-month early-2026 pilot.
  • Tax labor shortages keep firms buying automation that shortens research and drafting cycles.

What critics are saying

  • Thomson Reuters, Intuit, and Bloomberg Tax already own entrenched tax workflows.
  • A hallucinated authority citation can trigger malpractice claims and destroy adoption quickly.
  • Partner-led distribution concentrates risk; one failed BDO or NAEA renewal hurts revenue.

What makes Marble Technology unique

  • Marble Technology specializes in citation-backed AI tax research, not generic office copilots.
  • BDO Alliance USA and NAEA partnerships validate trusted workflows across 60,000 enrolled agents.
  • Its platform spans research, drafting, intake, and return preparation for tax firms.

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Funding

Total Funding

$9M

Above

Industry Average

Funded Over

1 Rounds

Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Above Average

Industry standards

$3.3M
$2M
$2.3M
$3M
$9M

Benefits

  • Conference Attendance Budget
  • Company Equity

Growth & Insights and Company News

6 month growth

18%

1 year growth

18%

2 year growth

18%
Associated Press
Jul 15th, 2026
Marble brings AI tax software to BDO Alliance USA members

Marble is providing AI-powered tax software to clients and independent members of the BDO Alliance USA through its Vendor Marketing Program. The platform offers tax research, document drafting, and client intake capabilities grounded in federal and state tax law. The BDO Alliance USA is a nationwide association of independently owned local and regional accounting, consulting, and service firms. Tom Takasaki, Practice Leader for the Alliance's Business Resource Network, said the programme aims to give members a competitive advantage through value-added resources. Marble CEO Bhavin Shah said the platform helps independent and regional firms handle complex returns with fewer staff, providing citation-backed answers to tax questions and drafting capabilities. The company's platform is built with enterprise-grade security and data privacy.

Red Hot
Dec 12th, 2025
Marble enters the race to bring AI to tax work, armed with $9 million and a free research tool

Marble, a startup building artificial intelligence agents for tax professionals, has raised $9 million in seed funding as the accounting industry grapples with a deepening labor shortage and mounting regulatory complexity.The round, led by Susa Ventures with participation from...

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