Solution area
Document Operations automation
Invoice intake, purchase-order matching, compliance document review, email/PDF classification and exception queues.
Where time disappears
Recognisable operational friction.
- People transcribe fields from PDFs
- Totals and line items need repeated checking
- Duplicate invoices are hard to spot
- Approvals are mixed with data entry
What can be rebuilt
Bounded systems with visible owners.
- Invoice extraction and validation
- PO/vendor matching
- Document classification
- Exception routing before ERP write
A representative shape
Deterministic structure around bounded interpretation.
The exact systems change. The control pattern remains legible.
Independent reference system
Invoice checks before ERP entry
Let a model read invoices into candidates with page evidence, let code run the checks a careful clerk runs, and let people own every exception. Nothing becomes payable automatically.
Reusable reasoning structures
Inspect the decisions beneath recurring technical problems.
System Patterns open the controls, authority boundaries, failure paths, and adaptation points that complete systems compose.
Start small enough to measure
Map one recurring document operations process.
We will quantify the baseline, classify the steps and decide whether automation is economically and operationally justified.