Data Handling

Source, evidence and limitation boundaries.

How beta evaluation should treat data sources, derived output, deletion requests and insufficient-data states.

Zynalith should not present generated or derived output as operational truth. Public copy must keep source, evidence, confidence and limitation language visible.

No regulated data unless agreed
Unknown states must be visible
Model-use claims remain bounded

Founder Beta boundary

Guided onboarding, evidence-first recommendations and human-approved execution. No unsupported compliance or customer proof claims.