regulatory-templates-gate1

Regulatory placeholder mapping connects Gate 0 template fields to canonical data sources using strict snake_case names and data-source prefixes, producing audit-ready field mappings for Gate 1 review. Interactive validation ensures each mapping meets compliance requirements before submission.

Snake_case field mapping enforces consistent lowercase naming with underscores for regulatory data sources. It ensures data lineage and auditability by applying strict prefixes like midaz_onboarding.organization.0.legal_document to prevent misconfigurations in compliance workflows.

Regulatory data mapping validation uses an interactive dictionary-backed discovery process to verify each field mapping. This mechanism applies confidence scoring and requires user validation to produce approved, audit-ready mappings suitable for Gate 2 submissions.

Interactive validation with dictionary lookup is supported for compliance template mapping. The process combines dictionary-backed discovery with user validation and confidence scoring to ensure field-to-source mappings meet regulatory auditability standards.

Preparing Gate 1 mappings involves mapping each regulatory placeholder to its primary canonical data source using snake_case field names. This produces field mappings with strict data-source prefixes ready for interactive validation and Gate 2 production.

Strict data-source prefixes are required when mapping regulatory placeholders to ensure data lineage and consistency. Using formats like midaz_onboarding.organization.0.legal_document prevents misconfigurations and maintains auditability for compliant submissions.