Trust and provenance
SETTINGS
Your company workspace is designed around private datasets, traceable source documents and a human-reviewable audit trail. These surfaces describe the product workflow; they do not claim third-party certification.
Private company dataset
Historical documents, records and comparable links are scoped to this company workspace.
Role-based access
The workspace supports access roles so data review and decision responsibilities can be separated.
Source-document traceability
Benchmarks retain links to the source documents, dates and fields that support them.
Audit trail
User edits, verification states and assumption changes can be reviewed alongside provenance.
Human verification
AI extraction is a starting point; reviewed evidence is clearly distinguished from estimates.
Historical traceability
Comparable benchmarks retain sample size, date range, confidence and supporting developments.
Provenance language
DevDNA uses these states to distinguish reviewed source evidence, extraction output, user overrides, indicative estimates and missing information. Financial outputs remain deterministic application calculations.