Frequently Asked Questions

GeometryOS is the production layer for AI 3D assets. It sits between raw AI output and shipping pipelines as a deterministic geometry execution layer, transforming unpredictable geometry into production-ready assets with verified outputs.

In GeometryOS, skill layer means a set of safe, deterministic workflows that can be invoked programmatically. Workflows expose a constrained action surface, and each run returns measurable post-conditions and reports.

GeometryOS exposes structured workflows as callable skills through an API. Agents can request transformations and validation steps, and GeometryOS returns deterministic results plus geometry state reporting that production systems can verify.

AI can generate 3D content, but the output is often inconsistent, unsafe for pipelines, or incompatible with production constraints. GeometryOS standardizes, validates, and prepares AI-generated or programmatically created geometry so it can be reliably used, reused, and shipped at scale.

GeometryOS operates after generation and before release. It is not a generator, renderer, or engine. It acts as the control and validation layer that ensures assets meet production requirements before integration or deployment.

GeometryOS is designed for professional teams that care about reliability and control, including:

• Game studios and interactive teams
• Film, animation, and VFX studios
• Architecture and real-estate visualization teams
• Automotive, manufacturing, and product design teams
• Simulation, training, and digital-twin teams
• AR, VR, and spatial computing teams

It is built for organizations integrating AI into serious production pipelines.

GeometryOS is designed to work across industries wherever 3D assets are produced and shipped.

Supported asset categories include, but are not limited to:

• Characters and digital humans
• Props, vehicles, and products
• Environments and architectural assets
• Industrial, simulation, and visualization models

The focus of GeometryOS is not the asset category, but ensuring that any geometry can be made production-ready, consistent, and safe to integrate.

In GeometryOS, production-ready means the asset:

• Meets defined technical and structural constraints
• Is validated against production rules
• Produces deterministic, repeatable results
• Can be integrated into pipelines without manual repair

Yes. Determinism is a core design principle. Given the same input and configuration, GeometryOS produces the same output. This makes it suitable for automation, CI pipelines, and large-scale production systems.

GeometryOS is designed as a standalone production system that can run locally as part of a controlled 3D pipeline.

At the same time, it is built to be compatible with cloud-based services and infrastructure, allowing teams to integrate it into distributed workflows, automation systems, and scalable production environments.

This makes GeometryOS cloud-compatible, but not cloud-dependent.

Yes. GeometryOS is built around a modular workflow system.

Advanced users and teams can create custom workflows that define production logic, constraints, and validation rules tailored to their needs. These workflows can be reused across projects to enforce consistency and best practices.

Workflows in GeometryOS are deterministic, versionable, and designed to behave predictably across environments.

GeometryOS is designed to support workflow sharing and distribution.

Users can publish workflows for other teams or users to adopt, enabling:

• Standardization across projects and organizations
• Sharing of production knowledge and expertise
• Faster onboarding and reduced technical debt

Shared workflows maintain the same control and validation guarantees as local workflows.

Most tools focus on asset creation or manual cleanup. GeometryOS focuses on systematic production control.

It treats 3D production as an engineering problem, providing determinism, validation, and reproducibility rather than relying on manual processes or heuristics.

No. GeometryOS is designed to work alongside artists and existing tools.

It reduces repetitive technical work and enforces consistency, allowing artists and teams to focus on creative and high-value decisions.

GeometryOS does not generate content itself and does not claim ownership of input assets.

It operates on user-provided data within defined production constraints, allowing teams to manage licensing, compliance, and safety according to their own policies.

GeometryOS is under active development. Early access is available to selected teams. You can join the waitlist to receive updates and access opportunities.

The roadmap focuses on:

• Deeper validation and inspection capabilities
• Expanded workflow customization and sharing
• Stronger automation and pipeline integration

All future development follows the same core principles: determinism, control, and production safety.