Nodus Systems
Physical AI · Digital Twins

Prove it works.Keep it proven.

Nodus Systems qualifies the AI models and digital twins behind modern manufacturing — independently, against the conditions they will actually face — and keeps that proof current as your operation changes.

Why Nodus

Physical AI is moving from pilot to production. Inspection cameras, robots and digital twins now make decisions that once belonged to people and gauges.

Each of them changes after deployment — retrained, re-tuned, relit, or aging alongside the equipment it models. Nodus Systems provides independent evidence that they still perform as intended, in a form engineers, auditors and customers can rely on.

Solutions

Evidence at every stage of adoption.

Plan

Readiness Assessment

Physical AI and digital twin readiness

A structured, evidence-based assessment of your operation's data, systems and people — delivered as a sequenced roadmap: what to do now, what to do next, and what to decline.

Deploy

Nodus IQ

AI inspection qualification and integrity

Independent capability certification for deep-learning inspection systems — tested against the defects your line has rarely seen, bound to the exact model version, and re-verified every shift.

Operate

Twin Fidelity Audit

Digital twin validation

Measures whether a digital twin still predicts the asset it mirrors — by subsystem and operating range — and traces drift to its cause before decisions are made on outdated physics.

Approach

How we work.

Independent

We don't sell cameras, models or twins. Our findings answer to the evidence, not to a vendor relationship.

Evidence-based

Every result is reconstructible from its audit record, and every claim states the conditions under which it holds.

Deterministic by design

AI assists the analysis. Deterministic checks compute every verdict, and an engineer signs off.

Standards-aligned

Reported in the language your quality system already uses — IATF 16949, AS9100, ISO 13485 and established measurement-system practice.

Industries

Built for manufacturing where failure is expensive.

Automotive

IATF 16949 suppliers deploying AI inspection through launch, PPAP and customer audits.

Aerospace & defense

AS9100 programs, where probability of detection is already the language of capability.

Medical devices

ISO 13485 manufacturers validating automated processes under the FDA's Quality Management System Regulation.

System integrators

Machine-vision and automation integrators who must demonstrate performance at factory and site acceptance.

Pilot program

Now accepting pilot partners.

We are working with a small number of manufacturers and integrators to bring Nodus IQ onto real production lines ahead of general release.