Industry · Manufacturing & Industrial

Intelligence that runs at the machine

Industrial environments have the least reliable connectivity and the most immediate consequences. AI that depends on a round trip to a datacentre is the wrong shape for the problem.

How to read this page. It describes how our products apply to this sector, based on what they do. It does not describe a deployment we have done here — we say so rather than imply otherwise. If the fit looks right, a scoped pilot is how we would both find out.
The pressure

What makes this sector different

Connectivity is not guaranteed

Plant floors, remote sites and moving assets lose connectivity routinely. A hosted call that fails is a capability that was never really there.

Latency has physical consequences

A decision arriving late is often the same as no decision when machinery is involved.

Hardware is constrained

Edge devices have modest processors and no GPU. Most AI tooling assumes otherwise.

How it gets used

Concrete applications

Inference on constrained hardware

NC AI is designed for CPU execution with a model measured in tens of megabytes, so it can run on the hardware already deployed rather than requiring an accelerator.

Works while disconnected

Inference runs locally with no account and no outbound dependency, so the capability survives a network outage instead of disappearing with it.

One artefact to deploy and roll back

NC compiles to a single binary with no runtime dependencies — a meaningful advantage when updating hundreds of devices you cannot easily reach.

Equipment and infrastructure monitoring

HiveANT investigates anomalies across many signals in parallel, with a digital twin used to predict the effect of an intervention before it is made.

Which products

What you would actually deploy

ProductRole hereWhy it fits this sector
NC AIEdge inferenceCPU-only, small model, works offline
NCBuild layerOne binary; simple update and rollback
HiveANTAnomaly investigationParallel investigation across many signals
NC UILocal interfacesStatic output; runs on a device with no runtime
Constraints we take seriously

What we will not claim

We have no industrial deployment and no device certification. We have not tested against industrial control protocols or safety standards. Anything touching safety-critical machinery needs engineering assessment far beyond a software evaluation, and we would not suggest otherwise.

Is this your problem?

Tell us the specific version of it you have. If we are not the right answer we will say so.