AI document processing that validates and routes work
Move invoices, applications, forms, and PDFs from an inbox or upload folder into a structured workflow that extracts fields, checks what matters, and updates the right system.
When this is a useful first system
The audit checks the real workflow and tool access before we recommend a build. These are the conditions that usually make the first scope practical.
- Staff retype fields from recurring documents
- Documents must be checked before another team can act
- Missing fields or mismatched totals create avoidable follow-up
- Approved data must reach a CRM, spreadsheet, or accounting tool
How the workflow runs
One path from the original input to a recorded outcome, with the exception route designed at the same time.
01
Receive the document
Watch an agreed inbox, upload location, form, or folder and preserve the source file.
02
Extract the fields
Read the fields required for the workflow, including line items or tables where the sample set supports them.
03
Validate the result
Check required values, formats, totals, and business rules before any downstream update.
04
Route or write
Send exceptions to a person and write approved data to the destination system in scope.
Included in the handoff
- A field and validation specification for one document type
- Extraction, exception routing, and one destination integration
- A run record linking the source document to extracted data and status
- An operating guide for corrections and failed cases
How your team stays in control
- Required fields and validation rules are written down before automation.
- Low-confidence or incomplete documents route to a person.
- Source files remain linked to their extracted data where the selected tools allow it.
- System writes happen only after the checks and approvals agreed in scope.
Questions before the audit
The first call is used to verify the workflow, source material, integrations, approval points, and practical first scope.
Which documents can be processed?
A first scope focuses on one recurring document type such as an invoice, application, intake form, or structured PDF. We assess the real sample set before confirming extraction fields and accuracy expectations.
Can it read tables or varied layouts?
Often, but reliability depends on the documents. Representative files are reviewed during the audit, and difficult layouts or handwritten content are included only when the chosen approach can be tested against them.
How are incorrect fields handled?
Validation rules and confidence checks identify cases that need review. Corrections can be recorded in the destination workflow, with the exact feedback path determined by the connected tools.
Where can the extracted data go?
The first workflow can update one agreed destination such as a CRM, spreadsheet, database, accounting system, or task queue, provided a safe integration path is available.
Bring one workflow to a 30-minute audit.
We will map the workflow, check the tools and approval points, and recommend a focused first scope. No production credentials or private documents are needed for the call.