Robotic Process Automation
Abdullah Fathi
Introduction
- UiPath is a highest rated in Gartner Magic Quadrant for RPA
- Emulates humans actions interacting with digital systems and software
- Uses the same input (keyboard, mouse)
- Communicate with existing systems (web applications, desktop applications, email, etc..)
What Robot can do?
- Find the information faster
- Make simple decisions
- Transfer clear information
- Interact with other system
- Many more...
Benefit of RPA
- Robot operate relentless 24/7
- Costs can be reduced by 80%
- Eliminate human errors
- Higher throughput computing
- Empowering existing IT systems
Document Understanding
1. Define Document Taxonomy
Taxonomy is logical classification of Various Document Types into Document Groups and Categories, for easier handling
2. Load Taxonomy
Load Taxonomy in UiPath
3. Digitize Document
Digitizes a document, extracting its Document Object Model (DOM) and text and storing them in their corresponding variable types
4. Classify Document
Classify Document to Identify Document Type
5. Extract Data
- Extract Corresponding Data from the Digitized Document
- Extraction Method: Regex based, Form based, ML based
6. Validate Extracted Data
Validate extracted data before further usage
7. Export Extract
Export extracted data to DOSM Data Lake