Map PDF Fields to Database Template Columns

What this page solves

• Map detected fields to CSV/XLSX/JSON schema headers.
• Use OpenAI rename + mapping for faster standardization.
• Keep checkbox groups and option keys aligned to data columns.

Evidence and implementation proof

• Schema metadata can be persisted for template remap workflows.
• Mapping and rename confidence outputs are visible for review.
• Works for recurring packets where naming is inconsistent.

Frequently asked questions

How is a PDF database template different from a normal fillable PDF?

A database template is explicitly mapped to data headers so rows can be filled predictably instead of manually.

Can I map checkboxes to database values?

Yes. DullyPDF supports checkbox grouping metadata and rule-based mapping for boolean, enum, and list-style values.

Can I update mappings later?

Yes. Saved templates can be reopened, remapped, and retested as your schema evolves.