What the data for this category looks like
Data for intelligent due diligence reports in telecommunications services originates from carrier operation and maintenance systems, telecommunications resource management platforms, customer service ticket systems, and third-party telecommunications quality monitoring institutions. Data update cycles vary. Real-time link monitoring data is synchronized every 10 seconds. Customer service tickets are updated in batches hourly. Spectrum resource reports are generated daily. Documents primarily combine structured tables and unstructured operation and maintenance logs. Included fields are link unique identifiers, real-time signal strength values, single fault duration, total monthly tickets, and spectrum allocated bandwidth values. Signal strength is measured in dBm, duration in seconds, and bandwidth in Mbps. Individual document sizes range from several kilobytes to tens of megabytes.
What constraints these characteristics impose on workflow orchestration
Differing update cycles across multiple data sources require workflows to use different trigger periods, to avoid unnecessary data pulls or data lag. A mixed document structure of structured and unstructured content requires workflows to support both structured field parsing and unstructured text extraction, with additional configuration of field mapping rules to unify field formats across different data sources. The wide range of document sizes requires setting segment processing parameters and timeout thresholds, to prevent exceeding model context windows or parsing timeouts. Telecommunications service data involves operational compliance requirements, so a data desensitization node must be embedded in the workflow to process sensitive information in advance.
How to set configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
DATA_SOURCE_SYNC_INTERVAL | Set real-time link nodes to 10 seconds, ticket nodes to 3600 seconds, and spectrum report nodes to 86400 seconds | Matches the actual update cycle of the corresponding data source |
TEXT_SPLIT_CHUNK_SIZE | 800–1200 characters | Adapts to general large model context windows and the mixed structure of telecommunications service documents |
FIELD_MAPPING_RULE | Map using preset rules such as "link ID" → "link unique identifier" | Unifies differences in field formats across different data sources |
PARSE_DOCUMENT_TIMEOUT | 600 seconds | Covers a reasonable time limit for large document parsing |
DATA_DESENSITIZATION_SWITCH | Enabled | Meets operational compliance requirements for telecommunications service data |
DEBUG_STEP_DISPLAY | Enabled | Supports troubleshooting of workflow execution exceptions |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require case-by-case analysis, and it is recommended to test on your own samples before finalizing settings.
Three common mistakes
- The code execution node in the workflow debugging panel shows no execution logs, with a status of
Not Executed. This occurs because theDEBUG_STEP_DISPLAYconfiguration item is not enabled, or there is a break in the workflow node connection causing the execution chain to interrupt. - The model dropdown menu in the text extraction node is empty, and a specified model cannot be selected. This occurs because tool call permissions for the corresponding model are not enabled in the global configuration, or the node configuration is not bound to a model call group.
- Tool call return results do not match expectations, with extracted telecommunications link data fields missing or formatted incorrectly. This occurs because
FIELD_MAPPING_RULEhas not been configured for field standardization, or the model context window is set too small, causing long text truncation.
How to confirm successful configuration
- Review synchronization logs for each data source node to confirm that data pull frequency matches the update cycle of the corresponding data source.
- Upload a single standard telecommunications service due diligence document, run the workflow, and verify that extracted field formats match preset mapping rules.
- Enable debug mode to confirm that execution logs for the code execution node are displayed normally.
- Review the output of the data desensitization node to confirm that sensitive information has been processed for compliance.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.