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NereidFactory

Smart manufacturing: factory operations and intelligent production.

NereidFactory is a commercial industry solution built on top of the open NereidAI platform. It targets the manufacturing floor, where AI has to run close to the line and the data involved should not leave the plant.

Commercial solution

NereidFactory is licensed, delivered, and supported under a separate commercial agreement. It is not part of the Apache-2.0 community edition. See Community vs Enterprise.

Where it plays

Manufacturing is a natural fit for a private, edge-first AIoT platform. Stated generically, the industry's hardest pressures are the ones the open platform is already built for:

  • Data that stays on the premises — production, quality, and process data are subject to compliance and internal policy, which rules out many public-cloud offerings.
  • Real-time decisions on the line — results need to be produced where the work happens, rather than round-tripped to a distant data center.
  • Heterogeneous field hardware — line-side devices span many silicon vendors, including domestic options, so models have to be optimized and exported for each target instead of hand-tuned per project.
  • From pilot to production — turning a promising demo into daily operation needs repeatable pipelines and assets that stay with the organization.

What it builds on

NereidFactory stands on the open platform rather than restating it. The building blocks below are the same ones documented for the whole suite:

Platform building block Role for a factory solution
Forge Model factory — datasets, training, quantization, and hardware-targeted export for line-side targets.
Horizon Offline edge distribution — rollout of models and apps to large numbers of line-side nodes.
Edge On-gateway integration — connects field devices with zero-touch onboarding and mTLS.
Link Data pipeline — device access, rule engine, alerting, and dashboards.
Sphere / Identity Portal, API gateway, and unified SSO / RBAC across the suite.

What we can — and cannot — say here

Because NereidFactory is delivered commercially, its concrete feature set and scope are defined per engagement. This page therefore describes the value proposition at a high level only; it does not publish a fixed feature list, pricing, or service levels.

Details are per engagement

For the specific capabilities, integration surface, delivery plan, and support terms that apply to your environment, please reach out.

Typical industries

The same private, edge-first pattern applies across heavy manufacturing, discrete assembly, process industries, and plant operations — anywhere line-side inference and on-premises data are requirements rather than options. Which parts apply to a given customer is confirmed per engagement.

Next steps