Fuel operational excellence.

PLM, QMS, ERP, CAD, and EAM systems, through more than 200 connectors across 300+ formats , structured, unstructured, and multimodal data, including inconsistent part numbering and legacy CAD records.

The same part often has different IDs across different systems, and not every engineer is onboarded on every system’s query interface. That reconstruction work , what engineers themselves describe as “archeology work” , is time spent searching rather than designing, and it’s usually patched today with spreadsheets and manual exports rather than fixed at the source.

In aerospace and defense, semiconductors, medical devices, and energy systems built to the same certification standards, sovereignty means controlling where the platform runs, which models it uses, and who can access the data , fully managed, on your own cloud, in a data center, or on-prem, with no vendor lock-in on model choice.

AI operates on governed data and within defined tasks. Model, prompt, input, output, source, version, and user actions can be monitored and logged. Sensitive actions require human validation, and the underlying workflow remains available without AI so that assistance is reversible rather than operationally mandatory.

It varies by sector, but it’s rarely small. In semiconductors, a design respin can run $1–3M. Beyond that, a missed SLA, an unmet customer requirement, or a compliance gap caught late all carry their own cost , in rework, in warranty exposure, and in customer trust.

No. Argonos connects to and reasons across your existing PLM, ERP, QMS, CAD, and EAM systems , it doesn’t replace them. Every user and agent inherits the permissions already defined in those systems.