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About NereidAI

The name

"Nereid" is simply the mascot name we chose — it carries no hidden or particularly deep meaning. In Greek mythology, the Nereids are the spirits of the sea (海之精灵), daughters of Nereus. We liked the image, so we made it the project's mascot and the shared prefix for every product.

What the mascot stands for

Picture a spirit swimming through an ocean of data:

  • navigating the sea of data — finding a path through the devices, models, and pipelines of an AIoT system;
  • helping users find their way — turning a fragmented edge-to-cloud stack into one clear, closed loop;
  • spotting the hidden reefs — vendor lock-in, mandatory cloud dependence, data leaving the customer perimeter, and models that never make it to the field.

The reefs are exactly what the platform is designed to steer around.

Our mission

Democratize AIoT by integrating edge and cloud workflows into one seamless closed loop — low-latency edge inference, privacy-preserving operations, and automated model monitoring, all in a single platform.

In practice that means a small team can keep turning its own business data into models that run on its own field devices: data never has to leave the customer's perimeter, there is no mandatory cloud, and no single silicon or edge vendor is baked into the platform.

How the family is named

Every product shares the Nereid prefix; the suffix says what it does:

Name The suffix suggests
NereidSphere the sphere that holds the suite together — portal, gateway, glue
NereidIdentity identity and access
NereidLink linking devices into the platform
NereidForge the forge where models are made
NereidHorizon reaching the distant horizon of remote edge nodes
NereidEdge the edge, on field gateways
NereidInference running model inference on edge gateways

The commercial industry solutions follow the same spirit — NereidFactory, NereidSentinel, NereidMedical. See Naming & abbreviations.

What we believe

  • Private by design — fully air-gapped operation, no mandatory call-home.
  • Open source, commercially supported — Apache-2.0 community edition; enterprise LTS and turnkey delivery under commercial terms.
  • Loosely coupled products — every product stands alone; the suite layer only federates them. See Standalone by default.
  • Vendor-neutral contracts — no hard dependency on one edge stack or one silicon vendor.