‫القاهرة‬‫مجتمع‬
|
‫للعالم‬‫القاهرة‬‫من‬
AI Center & Classic Document
Understanding
Teaching Robots how to Read:
January2025
2
1. What is Document Understanding?
End-to-end AI framework overview
2. OCR vs Document Understanding
Understanding the critical difference
3. Document Types and Challenges
Structured, semi-structured, unstructured
4. DU Core Stages
Taxonomy → Digitization → Classification → Extraction → Validation
5. AI Center Practical
Training models and deployment
6. Live Demo
Building complete DU workflow
7. Q&A Session
Your questions and discussion
Agenda
2
3
Senior Automation Consultant
BARQ Systems
Mo3bdlaa@gmail.com
LinkedIn: @Mo3bdlaa
RPA & Test Automation Consultant
VBM | Turkey
Ali.atia.k@gmail.com
LinkedIn: @Ali-koundi
Mohamed Shaker Ali Koundi
Team Slide
3
Introduction
What is Document
Understanding?
5
INTRODUCTION
UiPath AI-Powered Automation
5
Automation delivers AI’s value
Open | Flexible | Responsible
6
INTRODUCTION
What is Document Understanding?
6
Understanding the difference
OCR vs Document
Understanding
8
Understanding the difference
OCR vs Document Understanding
8
Structured, semi-structured, unstructured
Document Types and
Challenges
10
Structured, semi-structured, unstructured
Document Types and Challenges
10
Process Overview
Document Understanding
Core Stages
12
Process Overview
Document Understanding Core Stages
12
13
Process Overview
Document Understanding Core Stages
13
14
Understanding DU Stages
Document Understanding Taxonomy
14
15
Understanding DU Stages
Document Understanding Digitization
15
16
Understanding DU Stages
Document Understanding Classification
16
17
Understanding DU Stages
Document Understanding Classifiers
17
18
Understanding DU Stages
Document Understanding Extraction
18
19
Understanding DU Stages
Document Understanding Extraction
19
20
Understanding DU Stages
Document Understanding Validation & finetuning
20
UiPath Intelligent Component
What is AI Center?
22
UiPath Intelligent Component
What is AI Center?
22
23
UiPath AI Center Flow
From Data to Automation
23
Let’s do it together
Live Demo
Open Discussion
Any Questions?
THE END.
Thank you for attending!
Next Session: Saturday 24th January

Teaching Robots how to Read 1/2: AI Center & Classic Document Understanding (Arabic Series).pdf