EARLY-ACCESS GUIDE · UPDATED 29 September 2026
SmartFACT assistance and data checks
Prepare changes in familiar language and verify the resulting data.
This guide describes the service scope. Access and the workflow supported for your site are confirmed during onboarding.
Use a declared vocabulary
AI assistance works with the table schema and permitted operations. Unclear instructions should lead to a question rather than an invented reference value.
Review the exact proposal
Inspect the values that will be added, changed or removed. The comparison must preserve identifiers rather than presenting a cleaned-up value with a different meaning.
Use independent expected results
Check representative inputs against answers approved by the dataset owner. A proposal passing structural validation does not establish that its business meaning is correct.