Solution

Material Intelligence

Material Intelligence, Not Just Material Data

An open-source platform that connects material properties, technical standards, Asset Administration Shell (AAS), Digital Product Passport (DPP), Dataspace contexts and engineering documents into a transparent, searchable and explainable knowledge system.

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Built for engineering material knowledge

The focus is engineering knowledge around materials: properties, test context, technical standards, specifications, DPP requirements, Dataspace exchange contexts, and the documents that explain how material information should be interpreted and applied. It is not an ERP material master, a procurement system, or an inventory database.

Designed for practical engineering workflows

Standards-aware by design

AI-assisted extraction and enrichment

Deterministic and traceable knowledge models

Explainable results instead of black-box AI

Reduced manual effort when working with material information

Open source and API-first

Standards and technical sources

Designed to work with established industrial standards and specifications such as ISO, VDA, AAS (Asset Administration Shell), DPP (Digital Product Passport), Dataspace frameworks, ASTM, DIN and ASML, alongside other industrial standards and technical sources. Support depends on the source structure, available documents, and the validation rules required for each workflow.

Discuss your material knowledge use case

If your teams are working across material properties, standards, and engineering documents, this platform can significantly reduce manual effort while keeping the resulting knowledge model transparent and reviewable.

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