A controlled document workflow — intake, extraction, validation, human review and ERP sync — that cuts rekeying while keeping every material decision traceable.
Solution blueprint. A technically grounded example of what we build. It is not a claim of a completed customer deployment.
01
A finance team handles high volumes of documents from many clients.
Missing information, inconsistent naming, manual rekeying and unclear approval status create delays and hide which cases need attention.
02
Build a controlled document workflow rather than treating AI extraction as the whole solution.
Data residency, retention, encryption, permissions and third-party model handling are defined before production use.
03
Processing
Handling time per document and documents per employee
Quality
Extraction accuracy, correction rate and exception rate
Close performance
Time to complete month-end and overdue items
Productivity
Straight-through processing rate for eligible documents
Governance
Access reviews, audit-trail completeness and policy exceptions
Financial operations
Cost per processed document and rework hours
Facing something similar? We start by establishing your baseline and the outcome you need.
Discuss your project