For NocoDB database alternatives, test how a spreadsheet-like interface interacts with the underlying data source.
- Connect a copy of the database with least-privilege access.
- Create views, filters, formulas, and linked records used by the team.
- Edit concurrently and inspect conflicts, validation, and audit history.
- Verify API permissions and whether hidden columns remain protected.
- Export schema and records, then restore them in a clean environment.
The key question is where authoritative data lives and how UI edits are constrained. A convenient grid must not bypass business rules.
Akousa