Sales-to-finance automation
Customer Reconciliation and Invoicing
Reconcile customer delivery lists with SAP shipment records, identify differences, and generate invoice-ready Excel templates.
Solution overview
This case centers on customer reconciliation and invoice preparation. ClawX reads customer delivery lists and combines them with SAP shipment records to reconcile data, identify discrepancies, and generate invoice templates.
The goal is not to replace financial approval, but to automate repetitive consolidation, reconciliation, discrepancy filtering, and template preparation so sales operations staff can focus on reviewing discrepancies.
- Business scenario
- Prepare customer reconciliation data from delivery lists, reconcile it against SAP shipment records, and automatically generate invoice templates and discrepancy analyses.
- Entry points
- Delivery lists + SAP + Excel + ClawX.
- Current workload
- 2–4 sales operations staff processing hundreds to thousands of delivery records each day.
- Execution cycle
- Daily, weekly, and monthly reconciliation.
- Outcome after adoption
- Table consolidation, discrepancy analysis, and invoice-template generation are automated; staff only review discrepant data.
Acceptance criteria
| Before | After | |
|---|---|---|
| Automatic reconciliation-data match rate | Manually reconcile each item in customer delivery lists against SAP records. | Automatically match fields including delivery note number, material number, quantity, and date. |
| Automatic Excel consolidation completion rate | Repeatedly copy and link multiple customer and shipment worksheets. | Automatically merge worksheets according to customer rules. |
| Automatic invoice-template generation rate | Manually copy fields and apply the invoice template. | Generate invoice templates using standardized fields. |
| Reduction in manual data preparation | Reconciliation, discrepancy filtering, and template preparation all depend on manual work. | ClawX executes repetitive preparation actions in batches. |
Customer background and business challenge
Enterprise type
Large electronics manufacturing services (EMS) enterprise with frequent customer deliveries and a high volume of reconciliation and invoice-preparation work.
Business department
Sales operations / sales support team, responsible for customer reconciliation, invoice-material preparation, and finance coordination.
Knowledge sources
Customer reconciliation rules, SAP shipment data, invoice templates, and the sales settlement SOP.
Current pain point
Customer delivery-list formats vary; customer reconciliation statements must be checked item by item against SAP data; consolidating multiple Excel worksheets requires substantial effort; discrepancy analysis depends on manual filtering; and invoice templates must be recreated repeatedly.
Implementation panorama
Before · SOP
- 1Collect delivery lists
- 2Prepare customer Excel files
- 3Export SAP data
- 4Consolidate worksheets
- 5Reconcile manually
- 6Prepare discrepancies
- 7Create the invoice template
- 8Send to finance
After · SOP
- 1Import delivery lists
- 2ClawX automatically prepares Excel files
- 3Automatically read SAP data
- 4Automatically consolidate worksheets
- 5Automatically analyze discrepancies
- 6Automatically generate the invoice template
- 7Human confirmation
- 8Send to finance
Real-world workflow
Import lists
Import customer delivery lists from Excel into ClawX.
Read SAP
Retrieve the corresponding shipment records and settlement fields.
Consolidate automatically
Merge delivery and shipment data according to customer rules.
Analyze discrepancies
Automatically flag differences in quantity, material number, date, and other fields.
Invoice output
Generate the invoice template and submit it to finance for review.
Implementation results and value data
| Before | After | |
|---|---|---|
| Reconciliation time | 2–4 hours | 30–60 minutes |
| Excel consolidation | Manual processing | Completed automatically |
| Discrepancy analysis | Manual filtering | Automatic flagging |
| Invoice template | Created manually | Generated automatically |
| Archive completeness | Excel files managed separately | A unified file is generated automatically |
| New-hire training cycle | 2 weeks | 5 days |
| Discrepancy-review efficiency | Manual inspection of all data | Focus on anomalous data |
Before-and-after comparison
Before
Sales operations staff prepare Excel files from customer delivery lists, export SAP shipment records, complete customer reconciliation through multiple rounds of worksheet consolidation and data checking, and finally create an invoice template for submission to finance.
After
ClawX automatically reads customer delivery lists and SAP data, consolidates Excel worksheets, analyzes discrepancies, and generates invoice templates. Only discrepant data is retained for human confirmation, substantially shortening customer-reconciliation and invoice-preparation time.
Delivered value
Automatic worksheet consolidation
Create a unified link between customer delivery lists and SAP data.
Automatic discrepancy detection
Automatically flag quantity, material-number, and date discrepancies.
Automatic invoice-template generation
Reduce repetitive worksheet preparation and improve invoice-preparation efficiency.
Unified reconciliation ledger
Centrally archive reconciliation results and discrepancy records.
Sales–finance collaboration
Improve the circulation efficiency of settlement materials.
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