Process Automation
Let the system handle transcription, summarization, and form filling.
Automatically extract key fields from unstructured documents like contracts, invoices, inspection records, and daily/weekly reports to generate structured data and standardized reports. Reduces manual transcription and duplicate entry. Ideal for roles with high data volume, inconsistent formats, and recurring month-end rework.
Typical Business Status
- The same data is entered multiple times, and errors are only discovered during reconciliation.
- Manual report consolidation leads to inconsistent metrics; any change requires rebuilding the entire report.
- Cluttered physical and scanned documents make it hard to find key clauses when needed.
True resistance
Inconsistent formatting
Spreadsheet fields vary across devices and vendors; a unified import format must be established first.
Unresolved Exception
If no alert is provided upon extraction failure or value anomaly, the issue propagates downstream.
Scope of Responsibility
Automated reports still require owner confirmation; include a review step in the workflow.
Resolution Path
STEP01
Lock a real document
Run a test with the actual materials from the last month to verify fields, formats, and error rates.
STEP02
Design Extraction and Validation Rules
Define required fields, value ranges, and cross-validation rules. Route unrecognized cases to human agents.
STEP03
Integrate with existing systems
Write structured results to ERP, MES, or reporting tools to avoid building isolated systems.
STEP04
Review and Traceability
Preserve original files and processing records; reports include generation timestamp and reviewer.
Deliverables
- Field and Rule List
- Extraction and Validation
- Report Templates and Push Configuration
- Exception Handling and Traceability
Acceptance Criteria
- Key fields can be stably extracted
- Exceptions can be traced back to the original file.
- The reporting scope aligns with existing regulations.
When is it not recommended?
If materials are severely missing, scan quality is too low, or business rules are not yet finalized, it's recommended to first establish process and form standards before considering automation.
Next
First, confirm whether your scenario is suitable.
We can't commit to every request upfront. Bringing your current context helps us make more accurate assessments.
Contact Shunwo Network
Let's discuss the scenario first, then the solution.
Call us or scan the QR code to add our WeChat. We'll first understand your business workflow and current bottlenecks, then determine whether this is worth pursuing and where to start for maximum stability.
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