Langflow analyst training
Training for analysts and implementation teams, focusing on the practical application of Langflow for document workflow automation, data extraction, and integration with domain systems. The training plan covers the following points:
Security and System Architecture
- Installation and configuration within local infrastructure (on-premise).
- Mechanisms for full data control (no data transfer to the public cloud).
- Audit configuration and query history logging.
- Access management and Large Language Model (LLM) governance.
Automatic Content Analysis and Classification
- Building scenarios to recognize document types (applications, complaints, claims).
- Automatic generation of summaries and case context analysis.
- Processing of multi-page documents.
- Optimization of work with operational documentation.
Data Extraction and Integration
- Extracting key information (reference numbers, amounts, dates, party names).
- Structuring data into metadata formats.
- Preparing data for import into external systems (e.g., EZD RP).
- Standardizing information recording formats.
Verification and Decision Rules
- Implementing mechanisms for controlling AI outputs.
- Applying decision rules (DMN) for correctness validation.
- Checking data completeness before saving to the system.
- Handling exceptions and processing errors.
Process Design for Subject Matter Teams
- Graphical creation of processing paths without coding (No-Code).
- Adapting workflows to the internal procedures of the unit.
- Collaboration between technical and subject matter teams.
- Testing and development of classification scenarios.