AI-assisted trade compliance
Customs Document Reconciliation
Process carrier emails, extract invoices and waybills, reconcile fields with SAP, and draft exception emails for human approval.
Solution overview
Customs staff retain responsibility for final approval. ClawX creates value by automatically processing email, recognizing documents with AI, reconciling SAP data, and generating exception emails.
After the customs department receives carrier emails, it must process attachments such as invoices, waybills, and packing lists and reconcile them field by field against SAP data. ClawX connects email reading, attachment recognition, Excel ledger generation, SAP reconciliation, and exception-email drafting, so customs staff only need to confirm exceptions and give final approval to send.
- Business scenario
- The customs department receives carrier emails, automatically processes invoices, waybills, and other documents, reconciles them against SAP data, and automatically notifies the procurement department of exceptions.
- Channels and systems
- Outlook/corporate email + ClawX + AI document recognition + Excel + SAP.
- Current workload
- 2–5 customs specialists processing hundreds of emails and thousands of documents each day.
- Execution frequency
- Run daily in multiple batches.
- Outcome after adoption
- Emails are read automatically, attachments are recognized automatically, SAP reconciliation is automated, and exception emails are generated automatically; people handle only exception data.
- Core capabilities
- Automated email processing; AI document recognition; SAP data reconciliation; exception-email generation.
Acceptance metrics: before vs. after
The source chart uses a 0–100 comparative index for each dimension; these values preserve its exact semantics.
| Before | After | |
|---|---|---|
| Email processing rate | 35 | 95 |
| Document-processing efficiency | 40 | 95 |
| SAP processing time index | 80 | 20 |
| Exception-email identification rate | 25 | 100 |
| Human involvement | 100 | 3 |
Customer background and business challenge
Enterprise type
A large electronics manufacturing services (EMS) enterprise with frequent daily imports and exports and intensive collaboration among carriers, procurement, and customs.
Business department
Customs / Trade Compliance, typically with 2–6 specialists responsible for document review, data reconciliation, and exception follow-up.
Knowledge sources
Customs operating SOPs, document-field specifications, SAP master data, Buyer mappings, and procurement exception-email templates.
Current pain point
Current pain point: large volumes of carrier emails must be opened one by one every day; attachments such as invoices and waybills use inconsistent formats, so their information must be manually entered into Excel; document data must then be reconciled field by field against SAP, while Buyer lookup and exception-email writing are highly repetitive.
Implementation panorama
Before · SOP
- 1Receive carrier emails
- 2Open emails one by one
- 3Download attachments
- 4Review invoices/waybills
- 5Manually enter data into Excel
- 6Sign in to SAP
- 7Look up orders
- 8Look up the Buyer
- 9Reconcile data field by field
- 10Organize exceptions
- 11Write the email
- 12Send it to procurement
- 13Archive the records
After · SOP
- 1ClawX reads the mailbox
- 2Attachments are downloaded automatically
- 3AI recognizes invoices/waybills
- 4Excel is exported automatically
- 5SAP is connected automatically
- 6Order data is reconciled automatically
- 7The Buyer is looked up automatically
- 8Exceptions are flagged automatically
- 9A procurement email is generated automatically
- 10A person confirms sending
- 11Records are archived automatically
Real-world workflow
Read email
ClawX automatically monitors the customs mailbox and reads carrier emails and attachments in batches.
Recognize documents
AI automatically recognizes fields in invoices, waybills, and packing lists and creates a standardized Excel ledger.
Reconcile in SAP
Orders, item numbers, quantities, delivery dates, and Buyer information are reconciled automatically.
Consolidate exceptions
Quantity, item-number, delivery-date, and other exceptions are flagged automatically and compiled into an issue list.
Confirm and send
A procurement follow-up email is generated automatically; customs staff review it, confirm sending, and archive the record.
Implementation results and value data
| Before | After | |
|---|---|---|
| Document review time | 2–3 hours/batch | 30–50 minutes/batch |
| SAP query time | Manual, order-by-order queries | Automated batch queries |
| Buyer lookup efficiency | Manual search | Automatic matching |
| Document data-entry method | Manual entry into Excel | Automatic AI extraction |
| Archive completeness | Emails and Excel files saved separately | A unified ledger generated automatically |
| New-hire training cycle | 2–3 weeks | 5–7 days |
| Exception-review efficiency | Full manual inspection | Exceptions are consolidated automatically; only problem data is reviewed |
Human involvement before and after adoption
Before
100% human involvement: people process every email, enter data, run queries, reconcile records, and write emails.
After
3% human involvement and 97% AI involvement: AI and ClawX perform the main processing; customs staff only review exceptions and confirm sending.
Delivered value
Automated email processing
Automatically retrieve carrier emails and attachments.
Intelligent SAP reconciliation
Automatically complete order and Buyer queries.
End-to-end traceability
Archive reconciliation results and exception records in one place.
AI document recognition
Automatically extract key information from invoices and waybills.
Automated exception routing
Automatically generate procurement follow-up emails.
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