Invoice & Receipt
Processing
Finance teams handling several hundred supplier documents monthly gain measured, documented automation — with every exception still reviewed by your staff, and every accuracy figure reported honestly.
← Back to home
Documents processed.
Staff time returned.
Supplier invoices, receipts, and delivery confirmations move through your operation daily — and each one currently asks someone to re-key its contents into an accounting system. That process is reliable only because your staff make it so, and it costs them time they would use more productively elsewhere.
This engagement introduces automated extraction across those document types, calibrated to your specific supplier formats and connected to the accounting package you already use. Items the system reads with low confidence are flagged and routed to a staff review step — the human check remains part of the process, not an afterthought.
Manual re-entry reduced to exceptions only, freeing staff for higher-value review work
Accuracy figures reported by document type — including where the system falls short, not just where it succeeds
Documentation your internal team can follow, modify, and maintain without returning to us
Where the friction tends to sit
Finance teams at this scale — handling a few hundred documents each month — often find that the volume is just large enough to consume real time, but not quite large enough to justify purpose-built enterprise software. So the work sits with people who are capable of far more than transcription.
The documents themselves vary: some suppliers use consistent formats, others change theirs seasonally or with staff turnover. That variability makes it hard to template your way out of the problem, and it is exactly where a calibrated extraction system earns its place — it learns the formats that appear in your actual document stream, not a hypothetical one.
The hesitation many teams carry is reasonable: what happens when the system reads something wrong? The answer built into this engagement is that low-confidence reads are not silently passed through. They surface for human review. The accuracy of that boundary is part of what gets measured and reported.
- — Re-entry errors that surface only during reconciliation, sometimes weeks later
- — Staff time consumed by document handling rather than financial analysis
- — Processing backlogs at month-end when volume peaks and time is shortest
- — Supplier formats that differ enough that no single template covers them
"We understand the time cost. We are not suggesting that your current process is poorly run — only that it is a candidate for a different kind of running."
How this is built, and why it holds
We begin with your actual documents — a sample drawn across suppliers and document types to understand the real range of formats involved. Scope is fixed before build begins. Nothing is estimated from assumptions.
Extraction is calibrated against the formats your suppliers actually use — not a generic training set. Items that fall below a confidence threshold are flagged for staff review rather than passed through automatically.
The extracted data connects to the accounting package you are already using. We work within the integration surface available to us, and document the connection clearly so your team can follow and modify it.
At close, you receive accuracy figures broken down by document type — including document types where the system performs less well. The point is that you understand the system's limits, not only its strengths.
Eight weeks, stage by stage
The engagement follows a clear structure. Each stage has a defined output, so you know at any point what has been done and what comes next.
We collect a document sample, map supplier formats, and define the extraction scope. You confirm the boundary before any build work begins.
Extraction is built and tested against your document sample. The confidence threshold for exception routing is calibrated. Integration with your accounting package is established and tested.
The system runs alongside your existing process for two weeks. Results are compared directly. Any accuracy issues identified in live conditions are addressed before handover.
A handover session with your team, full documentation, accuracy report by document type, and a completed integration guide. The system is yours to operate.
What is included at ¥44,000
This covers the full eight-week engagement from document sampling through handover. There are no separate fees for integration work or documentation.
-
Document sampling and scope definition
Across your actual supplier formats before any build work is committed
-
Calibrated extraction system
Built and tested against your document sample, with exception routing for low-confidence reads
-
Integration with your accounting package
Connected and tested, with documentation of the integration your team can follow
-
Two-week parallel running period
Live comparison against your current process before any handover
-
Accuracy report and full documentation
By document type including failures, and documentation your team can maintain independently
Results framework for this service
What you can observe, and how, across the eight weeks.
| Task area | Automated handling | Checkpoint | Retained by staff |
|---|---|---|---|
| Document reading | Field extraction from all document types in scope | Confidence below threshold | Manual review of flagged items |
| Data entry | Transfer of extracted values to accounting system | Integration errors or mismatches | Correction and resubmission |
| Accuracy tracking | Logging of reads by document type and confidence | Monthly accuracy summary | Review and decisions on threshold adjustment |
Realistic timeline: most finance teams at this document volume see the parallel running stage begin around week six. The comparison period is two weeks. Some further calibration may follow before handover is confirmed — this is normal and included in the engagement.
What we stand behind
If the accuracy figures at the end of the parallel running period are not satisfactory, we will extend the calibration period without additional cost before confirming handover.
The scope is fixed in writing before build begins. If the document sample reveals a narrower scope than anticipated, the engagement is adjusted accordingly.
An initial conversation — covering your document types, volumes, and accounting package — carries no commitment on either side. It helps both parties understand whether the fit is reasonable before any agreement is made.
The path forward is straightforward
Send a short message
Describe the task briefly — the accounting system you use, a rough count of documents per month, and the supplier types involved. That is enough to start.
An initial conversation
We will follow up within two working days. The conversation covers suitability, a realistic scope estimate, and any questions about the process — no obligation follows from it.
Agree the scope in writing
If the fit is reasonable, scope is confirmed in writing before any sampling begins. The document sample and calibration plan come first — work only starts once the scope is agreed.
Get in touch when you are ready
There is no pressure to commit. If this service sounds like it matches a real task in your team, a short message is the right next step.
Send a messageExplore further
Inventory Demand Forecasting
Forecasting from your own sales history applied to reorder points, including honest error reporting by product category. Ten weeks. ¥43,000.
View details →Staff Preparation Programme
Four sessions over six weeks using your department's own material, with a written policy draft and a two-month question channel. ¥28,000.
View details →