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Service lane 02 / 06

Services // 02 Document Agents

Turn business documents into system records.

Document Agents read business documents and send clean data into the right system. They extract fields, check rules, flag uncertainty, request review, and update accounting, CRM, ERP, or internal software.

Category
Document intelligence
Supported Formats
PDF, scanned images, emails, forms
Engagement
30-Day Pilot → Monthly Retainer
Oversight
Field-level confidence & review queues
Hands sorting a tall stack of printed forms at an office desk beside a printer.

Operational Environment

Hands sorting a tall stack of printed forms at an office desk beside a printer.

Live Pipeline State

Invoice → clean data

Node: 01
01 Invoice read Done
02 Matched to PO Done
03 Exceptions flagged Review
04 Sent to accounting Done
Run log
[event:request_received] step:review
write:record_updated run:#1042
01 / Operational scope

Built for the paperwork your team reads twice.

Document Agents read business documents and send clean data into the right system. They extract fields, check rules, flag uncertainty, request review, and update accounting, CRM, ERP, or internal software.

Common documents handled
  • Invoices
  • Purchase orders
  • Contracts
  • Receipts
  • Forms
  • Bills of lading
  • Packing lists
  • Change orders
  • Vendor onboarding documents
  • Customer paperwork

Common workflows automated

  • Invoice intake
  • Purchase order matching
  • Contract field extraction
  • Vendor document review
  • Order form processing
  • Receipt classification
  • Field document routing
  • ERP record updates
02 / Execution loop

From a document to a clean record.

Every value is checked against your rules and your records, and anything uncertain goes to a person before it is written.

01 Phase // Ingestion

Reads the document

Accepts documents via email attachments, file drops, cloud storage, or scanner feeds in PDF, image, or scan format.

02 Phase // Extraction

Extracts structured fields

Extracts line items, vendor details, tax amounts, PO references, and dates into structured JSON data.

03 Phase // Validation

Checks values against business rules

Validates mathematical calculations, date ranges, duplicate invoice numbers, and vendor tax identifiers.

04 Phase // Cross-Reference

Checks vendor, customer, order, or project records

Queries ERP, CRM, or accounting systems to match line items against open purchase orders and supplier master records.

05 Phase // Human Gate
Human-in-the-loop Gate

Sends uncertain fields to a human reviewer

Highlights ambiguous line items or pricing mismatches side-by-side with the original document for rapid review.

06 Phase // Commit

Writes approved data into the right system

Pushes clean, validated records directly into QuickBooks, NetSuite, Xero, or custom databases.

07 Phase // Record

Keeps a record of each document

Attaches extracted metadata, confidence scores, reviewer sign-offs, and original document references to the target record.

03 / Engagement scope

Start with one document type.

The first pilot should focus on one document type.

Worked Pilot Example

A supplier invoice arrives. The agent extracts the vendor, line items, totals, dates, and purchase order reference. It flags mismatches and updates the accounting or ERP record after approval.

What is delivered in 30 days

Then month-to-month retainer
  • Extraction schema & validation rule configuration
  • Automated document intake & parser deployment
  • Side-by-side human exception review interface
  • ERP / Accounting database direct synchronization
  • Paid 30-day pilot with one written deliverable
Get started

Start with the document your team keeps reading twice.

Bring one document type and we will scope a 30-day pilot with a clear deliverable.