This article discusses the initial workflow setup step by step. As well as the continuous optimization of the Classification and Extraction after the "Go live".
Checklist: Workflow setup
- Determine Tenant Hierarchy (What tenants are required?)
Example:- Customer (parent)
- Customer (child, prod)
- Customer (child, dev)
- Customer (child, test)
- Customer (parent)
- Identify necessary Upload Profiles and associated workflows for each tenant: Separation, Classification, Extraction
- Request setup of tenants and Upload Profiles from Parashift support: support@parashift.io
- Invite users to tenant
- Generate API keys
- Document Type setup:
- Define required Document Types
- Create an overview of document types and a data definition for extraction values
- Collect training and testing Documents, including edge cases
- Evaluate available Standard Document Types
- Activate Standard Document Types or create new Document Types on Parent Tenant
- Train Individual Document Types
- Assess Document Type performance and request benchmark from the Parashift support: support@parashift.io
- Analyze benchmarks and define configuration optimization measures
- Configuration Optimizing
- Additional training if initial training documents (separation, classification) or document data (extraction) is insufficient
- Set visibility of new Document Type to "sub-tenants"
- Activate Document Type on Sub Tenants for production mode
- Initial Setup done
Checklist: Adjusting Document Types
- Adjust individual Document Type on Parent Tenant
- Test adjustments
- Finalize adjustments
- Train Document Type
- Evaluate quality
- Request benchmark from Parashift support: support@parashift.io
- Review benchmarks and define measures for configuration optimization
- Conduct additional training if required
- Re-inherit Document Types on Sub Tenants
Checklist: Continuous Optimization Classification
- Monitor the automation rate over a period of time
- Determine if a new classification threshold is possible
- Request change of classification threshold from the Parashift support: support@parashift.io
Checklist: Continuous Optimization Extraction
- Request benchmark from Parashift support: support@parashift.io
- Evaluate the performance of Document Types
- Consider additional training if performance improvements are required
- Adjust Field thresholds according to Field performance