Extract

From messy files to clean, structured data you can trust.

No more manual entry or missing fields. Well transforms your financial documents into dependable data you can use anywhere.

Extract

From messy files to clean, structured data you can trust.

No more manual entry or missing fields. Well transforms your financial documents into dependable data you can use anywhere.

Extract

From messy files to clean, structured data you can trust.

No more manual entry or missing fields. Well transforms your financial documents into dependable data you can use anywhere.

98.9%

Extraction accuracy achieved across financial documents.

152

Average data points automatically pulled from every invoice.

200Gb

Typical data volume left aside because not accessible/ unstructured.

98.9%

Extraction accuracy achieved across financial documents.

152

Average data points automatically pulled from every invoice.

200Gb

Typical data volume left aside because not accessible/ unstructured.

98.9%

Extraction accuracy achieved across financial documents.

152

Average data points automatically pulled from every invoice.

200Gb

Typical data volume left aside because not accessible/ unstructured.

Turn messy financial files into clarity in three simple steps

A faster way to get from files to insights.

1. Connect data sources

Link your existing tools to fetch documents automatically.

  • Email (Gmail, Outlook)

  • Messaging (WhatsApp, iMessage)

  • E-invoicing (FatturaPA, Factur-X)

  • Data warehouses (AWS, Postgres)

  • Cloud storage

  • Chrome extension

2. Build pipelines

Design smart extraction pipelines with full control and flexibility.

  • Document categorization

  • Confidence-level extraction

  • Coordinate-based data mapping

  • Atomic data model

  • Document transformation (XML-compatible)

  • Enrichment, reconciliation, fraud prevention (coming soon)

3. Extract structured data

Get clean outputs compatible with 50+ document types.

  • Financial: invoices, receipts, statements

  • Sales: purchase orders, quotes (coming soon)

  • HR: payslips, employment contracts (coming soon)

  • Legal: contracts, T&Cs (coming soon)

  • Compliance: W-2, 1099 forms (coming soon)

“My financial data is spread across many places. What matters most is not missing the key information. Document extraction is essential to make sure nothing gets overlooked.”

Charles Escolier

Harlay Lawyers

“My financial data is spread across many places. What matters most is not missing the key information. Document extraction is essential to make sure nothing gets overlooked.”

Charles Escolier

Harlay Lawyers

“My financial data is spread across many places. What matters most is not missing the key information. Document extraction is essential to make sure nothing gets overlooked.”

Charles Escolier

Harlay Lawyers

Drop files anywhere

Well’s AI-powered pipelines let you parse any document and return it in the format you need, from JSON, CSV, and XML to EU-compliant standards like Factur-X and UBL. One API, endless possibilities.

Well Agent

How much is u|

ChatGPT

document.pdf

Enrich

Complete missing data with AI agents that gets the data on your behalf

Company

VAT number

Date

Loom

Enrich

Sep 24

Notion

FR9876543

Enrich

Slack

NL0012345

Jun 02

Mailc

Enrich

Enrich

Chat

GB999991

Nov 14

Transform

Complete missing data with AI agents that gets the data on your behalf

FatturaPA.xml

f

x

Factur-X

Your financial data lives everywhere. Well unifies it.

From emails and CRMs to invoices and spreadsheets, your data is scattered across dozens of tools. Well connects every source into one reliable, searchable system.

41.14%

19.42%

10.31%

8.01%

6.41%

Email/Communications

Shared Cloud Storage

Project Management

CRM/Client Management

Analytics/Reporting

Collaboration Tools

Accounting/Billing

File versioning systems

Time Tracking Software

Client Portals

Source:

Extract is just the beginning

Extract is just one part of Well. Capture pulls your data in, Intelligence makes sense of it, and together they give teams everything they need to move faster.

Capture

Automatically pull data from banks, ERPs, and SaaS tools.

OpenAI

61/05/2025, 1:30 PM

+100$

Figma

07/12/2025, 5:40 PM

-165$

Revolut

24/11/2025, 6:10 AM

+100$

Slack

15/11/2025, 6:24 AM

-171$

OpenAI

07/12/2025, 5:40 PM

-30$

Intelligence

Turn structured data into instant insights and answers.

how much is

our AWS spend

how much is

our SaaS bill total

how much is

our burn rate this month

how much is

left in operating cash

how much is

unpaid in invoices

How much is u|

From raw files to API-ready output, powered by AI

Well’s AI-powered pipelines let you parse any document and return it in the format you need, from JSON, CSV, and XML to EU-compliant standards like Factur-X and UBL. One API, endless possibilities.

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{

  "invoice_id": "INV-2025-00412",

  "document_type": "invoice",

  "version": "1.0",

  "currency": "USD",

  "locale": "en-US",

  "issue_date": "2025-09-18",

  "due_date": "2025-10-18",

  "payment_terms": "NET 30",

  "po_number": "PO-78345",

  "source": {

    "file_name": "slack_invoice_sep.pdf",

    "file_sha256": "1f2c4e7a...c9a",

    "ingested_at": "2025-09-19T12:40:15Z",

    "connector": "gmail",

    "page_count": 1

  }