Pre-fill forms from context documents
Sometimes the answers live in documents, not a database. Emboss can read context files you provide — letters, prior forms, records — infer the values a form is asking for, and pre-fill it. You supply the form and the source material; Emboss does the matching.
How inference works
Emboss reads your context documents alongside the form's field contract and proposes a value for each field it can support from the material. Fields with no supporting evidence are left blank rather than guessed.
When to use it
Context fill shines for intake and onboarding: turning an applicant's uploaded paperwork into a pre-filled application, or carrying details from last year's form onto this year's. It removes the re-typing without inventing data.
Review before it is final
Pre-filled values are a starting point. The contract tells you which fields were populated and from where, so you can surface them for a quick human review before the document is treated as complete.