AI document extraction

Turn documents into rows you can trust.

Describe what you want in plain English. Parlar extracts the same fields from every PDF, image, or spreadsheet — typed, validated, and ready to be used.

Vendor MSA — Acme × Initech
32 pages
Fieldannual_contract_value
currency
$480,000/ year
QuestionWhat is the auto-renewal notice?

Either party must give 60 days written notice before the end of the current term.

Tablepayment_milestones
4 rows
MilestoneDueAmount
KickoffJun 1$96,000
Phase 1Aug 15$144,000
Extractions

Pull exact fields, ask questions, capture full tables.

Build a template once: name the values you want, pick a type, and Parlar returns the same shape every time.

  • Single fields, free-form questions, and multi-row tables in one template.
  • Type-safe — schema mismatches fail loudly instead of polluting your data.
  • Works on PDFs, photos, scans, Word, and Excel out of the box.
Commercial lease — 48 pages
PDF
QuestionWhat is the early termination clause?

Either party may terminate this agreement with 90 days written notice after the first 24 months. No early termination fee applies if notice is given before month 36.

Fieldmonthly_rent
currency
$24,800.00per month, escalating yearly
Tablerent_schedule
5 rows · 3 cols
YearMonthlyAnnual
2026$24,800$297,600
2027$25,544$306,528
2028$26,310$315,720
Groups

Drop in 100s of docs. Get one clean table back.

A group runs the same template across a whole stack of files and stacks the results into one big spreadsheet. Perfect for monthly statements, batches of invoices, or that pile of contracts you've been avoiding.

  • Drag-and-drop bulk upload, parallel processing, live results as they finish.
  • Sort, filter, and rearrange columns.
  • Export to CSV or pipe straight into a delivery channel.
May invoices
24 docs
Invoice #VendorAmountTerms
INV-0481Northwind$1,284.50Net 30
INV-0482Acme Co.$842.10Net 15
INV-0483Contoso Ltd$3,950.00Net 30
INV-0484Globex$112.00Due
INV-0485Initech$4,120.75Net 30
… 19 more
Triggers & Deliveries

Email in. Spreadsheet, webhook, or summary out.

Every trigger gets its own dedicated address. Forward a document, snap a photo from your phone, or let a vendor send straight to Parlar — the extraction runs automatically and the result lands wherever you need it next.

  • One-click inbound email addresses, ready the moment you create a trigger.
  • Deliver to webhooks, CSV exports, or templated email digests.
  • Mix and match — the same extraction can fire to all three at once.
Inbound email

t_a8b3f9k2@ingest.parlar.ai

Invoice — May.pdf
from billing@northwind.com
Append to spreadsheet
POST to webhook
Email summary
Built for production

Stop manually extracting data from PDFs.

Spin up your first extraction in under a minute — no contracts or sales call required.