Document-to-Ledger Pipeline
Stop rekeying PDFs and emails into the accounting system
A document ingestion workflow that extracts structured fields from invoices, statements, and receipts, validates them against your rules, and produces posting-ready entries with an evidence trail. No more retyping.
INGREDIENTS
PROMPT
Create a skill called "Document-to-Ledger Pipeline". It should watch for new financial documents from configured sources and: - Assign a unique document ID and standard filename - Extract structured fields needed for posting - Validate extracted data against rules for required fields, totals, duplicates, and vendor master - Output either posting-ready records or a human review queue with highlighted uncertainties - Maintain an audit trail of original doc, extracted fields, reviewer edits, and final output Ask me what accounting system and import formats we use, and what validation rules we want.
How It Works
Accounting teams spend hours retyping information from PDFs and emails into the GL or AP system.
This recipe converts unstructured financial documents into validated, posting-ready records.
What You Get
- Structured ledger-intake record per document
- Posting-ready file in CSV or system-specific import format
- Exception report for low-confidence or missing-field items
Setup Steps
- Define document sources (AP inboxes, shared drives, client portals)
- Specify the target posting format for your accounting system
- Add validation rules for required fields, vendors, taxes, and duplicates
- Route low-confidence items into a human review queue
- Archive original docs, extracted fields, and final outputs
Tips
- Start with high-volume document types first
- Use standard filenames and IDs for easier retrieval
- Keep reviewer edits logged for auditability and future accuracy improvements