Parser turns document intake into structured JSON, spreadsheets and pipeline outputs

Define the fields before automating intake

Parser is an AI document-extraction service with upload, email and API intake. It describes converting documents into structured JSON, Excel or CSV using templates and validation rules chosen for the workflow.

The public examples include invoices, contracts, receipts and other paperwork. The demonstration film explicitly uses fictional documents and people, so its polished output is an interface example rather than an independent accuracy test. The useful starting point is the actual fields a team needs and the source documents those fields must represent.

Credits are not simply a page count

Every extraction costs at least one credit. The page explains that plan credits renew monthly without rolling over, and that dense documents can cost more than sparse documents with more pages. Its example measurements use synthetic files and note variation between runs.

That makes a representative sample more useful for estimating a budget than multiplying document count by a universal per-page price. Check the returned fields, the credits charged and any required corrections together before projecting a larger workload.

Distinguish the playground from the service plan

The public playground offers a live extraction without an account, but limits PDFs to 20 MB and other supported files to 5 MB. It does not read Word or Excel files there, even though the broader intake workflow describes those formats. Downloads and the JSON view require a free account.

Paid plan limits and integration options should therefore be assessed separately from that quick trial. The site advertises whole-document processing up to one thousand pages on Pro and different enterprise arrangements. For a practical evaluation, test one ordinary file and one difficult case, then compare every consequential field with the original. Validation rules can help catch expected formats; they do not remove the need to check whether an extracted value is the right value.