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01 // R&D Startup · Benefit Corporation

We build intelligences that don't depend on a single point of failure

Distributed technologies and advanced algorithms for a future where AI is collective, transparent, and sustainable.

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Intelligence without central boundaries

We design algorithms that run on heterogeneous infrastructure: from industrial servers to edge devices. Vector databases for semantic memory and federated learning to learn without moving sensitive data.
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Architectures that resist centralization

We experiment with distributed protocols and P2P systems that ensure resilience, censorship-resistance, and data sovereignty. Trust becomes mathematical, not institutional.
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Technology that regenerates

Every line of code has an environmental cost. We optimize for energy efficiency and leverage existing hardware. Our Sustainability Report measures our real-world impact.
100% Open Source
SB Benefit Corporation
02 // Explorations

Explorations in progress

Every project is a hypothesis tested in reality. Here we document our experiments in computational distribution, federated algorithms, and resilient architectures.

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03 // About us

Research as an act of responsibility

We are an R&D startup. We don't sell finished products, but explore boundaries: between artificial intelligence and distributed architectures, between ethical computing and measurable environmental impact. As a Benefit Corporation, we measure success not only in technological innovation, but in the capacity to regenerate natural and social systems.

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We don't have a product catalog, but we have a lab full of questions.

We are a research startup: we don't have a call center or a sales team. Every message is read directly by those who work on the projects.

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