AI tools that truly workfor specialized industries

Starting with research, global trade, and industrial settings, we use real products to validate the long-term value of multi-model collaboration.

Validate direction through products

Different stages carry different responsibilities. Products in use provide evidence; work in development and planning remains clearly identified.

Project in use

OpenAcad

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OpenAcad serves academic and research workflows, helping researchers handle information, organize knowledge, and collaborate more effectively.

Real desktop interface of the PaperBanana workspace

In development

OpenTrad

OpenTrad is developing AI tools for global trade, exploring how AI can support customer development, information handling, and business collaboration.

Preparing for development

OpenVac

OpenVac plans to connect AI with domain knowledge, engineering tasks, and industry workflows for industrial vacuum professionals.

Illustration of an industrial vacuum equipment setting
Scene illustration

Concept planning

Star Nexus

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Start with real problems

Long-term ambition must be sustained by verifiable products, real users, and professional contexts.

  1. 01

    Industry problem

    Enter specialized research, global trade, and industrial vacuum settings to identify real tasks.

  2. 02

    Model collaboration

    Explore model selection, division of work, and result validation for each task.

  3. 03

    Product validation

    Turn capability into usable products and let real feedback establish value.

  4. 04

    Continuous iteration

    Improve through use and feedback so the capability serves more professional work.

Build openly,let each model do what it does best

We are exploring how multi-model collaboration can become dependable engineering: open, composable capabilities that bring advanced AI into real professional settings.

Long-term vision

Built on useful products, we continue to explore the boundaries of AI and contribute to the path toward AGI. AGI is a long-term direction, not a claim about our present capabilities.

Concept-stage architecture
ModelsModel AModel BModel C
Shared capabilitiesStar Nexus
Industry productsOpenAcadOpenTradOpenVac

01 / Careers

Build AI into real-world productivity with us

We do not have public openings today, but we welcome conversations with researchers, engineers, product builders, and industry experts.

Introduce yourself

02 / Contact

Let’s start with a real problem

Tell us if you want to learn about a product, explore a collaboration, or bring an industry problem worth solving.