Evidence assets

Data and datasets need provenance before use.

The data layer organises datasets, registries, CSV files, JSON objects, source lists, field records and dashboards so they can be used responsibly in reports and services.

Source identity

Every dataset should preserve where it came from, who owns it, what it covers, when it was created, how it can be used and what its limits are.

Readiness

Not all data is ready for public use. Some material belongs in draft, quarantine, internal staging or further validation.

Use pathway

Validated data can support dashboards, species intelligence, climate briefs, service packages, reports, simulations and learning materials.

Data caution

Data can look authoritative even when it is incomplete or unsuitable. TT-OS treats data as evidence that must be interpreted, not as automatic truth.