Start with the documents you actually receive
We review representative invoices, forms, or other business documents to define supported layouts, languages, file types, and required fields. The implementation is scoped to those inputs and the destination your team uses.
Make exceptions visible
Extracted data is checked against agreed rules, such as required fields, totals, dates, and allowed formats. Missing or inconsistent values are surfaced for review, with references to the source document where supported.
Connect extraction to the next step
The agreed workflow can prepare an export, draft record, or review queue for your existing systems. We evaluate field accuracy and exception handling using your sample set before agreeing the release and operating plan.
Typical deliverables
- Supported document types and field definitions
- Extraction and validation workflow
- Exception review and approved export connection
- Evaluation set, deployment, and operating documentation
Common questions
Which document formats can the agent process?
Supported file types, layouts, languages, and scan quality are confirmed using representative samples. The proposal defines the supported document set and how unsupported files are handled.
Does document processing guarantee perfect extraction?
No. Accuracy depends on the input and task. We agree validation rules, acceptance criteria, and a review process for uncertain or inconsistent results.
Can extracted data be sent to our business systems?
We assess supported APIs or export formats and agree the destination, permissions, and approval requirements. Records can remain drafts until reviewed by your team.
WORKING DOCUMENT EXAMPLE
From a document to a reviewable record.
Extract fields, check the source, and resolve missing or conflicting information before exporting a record.
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