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Under contract · AI governance

Metadata system with which AI classifies documents

A metadata and classification system for a document repository: six field categories, a dedicated profile per document type, and validators that catch every deviation. AI assigns the metadata; every outcome traces back to a registered rule.

traceable · every outcome, to a registered rule

The project

01

Why it exists

Keeping thousands of documents consistent doesn't work on discipline alone. Without enforceable metadata a repository grows crooked: every file with slightly different fields, nothing findable with certainty. This system makes metadata a rule instead of a habit.

02

What it is

A metadata schema with six field categories — from identification to relations — and a dedicated profile per document type: fixed core fields plus type-specific fields, tied to a fixed document structure. Validators reject any field that is not registered; AI assigns each document its type, its place and its metadata.

03

What makes it unique

AI classifies, but never freely: every assignment follows a registered rule and can be traced back to it. Nothing unregistered enters the repository — and the ground rules are documents themselves, with the same metadata. The system keeps explaining itself.

The result

What it delivers — in findability, maintenance and certainty.

instant

Findable without digging

Type, place and relations are on every document — finding means filtering, not searching.

rules

Maintenance means adjusting rules

A new document type or field is one more register entry — no migration project.

nothing

Nothing unregistered gets in

Validators reject unknown fields — quality doesn't depend on who is writing.

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