Intelligent Data Governance Engine System

I. Intelligent Data Issue Identification Module

1. External Data Integration: Supports access to multiple types of external data sources, is compatible with various access forms, realizes unified management and intelligent scheduling, and combines security control mechanisms to ensure compliant and secure data acquisition.

2. Intelligent Analysis and Diagnosis: Integrates rule engines and machine learning algorithms to complete multi-dimensional data verification and abnormal early warning, and form structured diagnostic content.

3. To-Govern List Generation: Takes customer ID as the index, sorts out problematic data by multiple dimensions, generates a standardized to-govern list, and supports query and export.

II. Intelligent Governance Task Allocation Module

1. Intelligent Matching Engine: Adopts multi-objective optimization algorithms to achieve optimal matching between tasks and executors, supporting batch scheduling and single-point distribution.

2. Multi-Channel Push: Integrates multiple push channels and dynamically combines push methods to ensure timely task delivery and closed-loop processing.

III. Multi-Modal Intelligent Data Collection Module

1. Public Data Collection: Automatically crawls public data under compliant premises, parses and cleans it, and stores it in a structured manner.

2. Multi-Modal Recognition: Relies on large models to complete multiple types of recognition, accurately extracts key image information, automatically fills it in, and completes task feedback.

3. Data Quality Control: Analyzes differences in data sources, automatically recommends the optimal data version, and triggers manual review for undetermined conflicts.

IV. Data Fusion & Standardization Generation Module

1. Intelligent Data Cleaning: Provides functions such as format standardization, deduplication, completion, and error correction to correct incorrect data and unify data formats.

2. Standardized Mapping: Built-in data standard library, adapts multi-source data to standard formats through various operations, and supports structured processing of complex data.

3. Quality Evaluation System: Constructs evaluation indicators from four dimensions, generates quality scores, and processes data in grades according to the scores.

V. Intelligent Information Update Module

1. Secure Update Mechanism: Ensures data security through identity authentication, secure transmission, and permission control, and simplifies the submission process to achieve secure updates.

2. Intelligent Update Execution: Supports both batch and real-time update modes, ensures update atomicity and consistency, and has abnormal handling capabilities.

VI. Process Traceability & Report Summary Module

1. Full-Link Log System: Records operation logs of the entire governance process, adopts tamper-proof design, and supports multi-dimensional precise retrieval.

2. Full-Lifecycle Monitoring: Defines standardized task statuses and supports query of the full lifecycle of tasks.