RuixCrypto will publish only datasets that pass defined
validation and freshness checks.
1. Collection
Source data is collected with strict timeouts, bounded
retries and maximum job runtimes.
2. Normalization
Asset identities and market fields are transformed into a
consistent internal model.
3. Validation
Completeness, uniqueness, range and freshness rules are
checked before publication.
4. Ranking
Ranking logic operates on internal validated data, not
directly on external API responses.
5. Atomic publication
Approved datasets become public as one controlled update.
6. Last-known-good
Existing public data remains available when a new
collection or validation attempt fails.