Please join us for this session with one of our outstanding MVPs, Lahiru Fernando, who's done incredible work using UiPath Document Understanding and can share his experience and insights on best design practices. In this session we will cover : • Best design practices taken for a document understanding based automation. • Impact of AI & Machine learning in document understanding • Factors to consider futureproofing and scaling your document understanding automation.

1. Document Understanding
Best Design Practices
Wednesday, July 12th , 2023.

2. 2
About UiPath Denver Chapter
We are an online and offline environment where RPA
developers, professionals, and enthusiasts:
- meet each other and share experiences in the RPA
industry
- learn together about the challenges they encounter
- build projects and components together and expand
upon automation ideas
Platforms:
- UiPath Community Page
- Slack Channel

3. Key Speaker
UiPath AI ambassador APAC
4 X UiPath MVP
Country Director (Sri Lanka) & RPA
Lead (Asia Pacific)
Boundaryless
Lahiru Fernando

4. RPA Manager
UiPath Denver Chapter Lead,
Dish Network
Community Manager
UiPath
Saideepak Kandibanda
Diana Gray
Organizers/Team
UiPath AI ambassador Americas
UiPath MVP 2023
UiPath Denver chapter lead
Sr. Machine Learning Consultant
Ashling Partners
Sharon Palawandram
UiPath Denver chapter lead
Sr. RPA Developer
Dish Network
Rashmi Pareek

5. Introduction Q&A
Meeting Agenda
UiPath DU
Best Design
Practices

6. One of the main
promises of
process
automation is
freeing up data
trapped in
documents
Every
organization
deals with
documents
Document
processing –
repetitive, time-
consuming, and
manual
Document Processing

7. Why Automate Document Processing
Manually
extract,
interpret, act
Variety of
document types
and quality
Cost and time
consuming
Human error,
rework, losses
Lack of end-to-
end complex
solutions

8. Document Understanding Today

9. Document Processing Best Practices
Requirements Understanding
System Integration
Workflow Development
Model Training

10. Best Practices – Requirements Understanding
Data Sources
File Structures
Classification Requirements
Data Extraction Requirements
Data Validation Methods
Final Destination of the Data

11. Best Practices – System Integration &
Development
Document
Collection
Document
Processing
Post-Processing
External Sources for
Validation

12. Best Practices – Model Training
Initial Model Training
Model Evaluation
Fine-tuning

13. Quick Announcement
New Book Release
20-July-2023

14. Thank you!

15. Education
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An ecosystem enabling
developer success

16. Vibrant ecosystem of more than 1.5 million professionals and citizen developers learning, getting support, and
succeeding together in their automation careers.
• Start with the free Community Edition to get trained and certified
• Then upgrade to the Enterprise version of the product
Academy
• Get crowdsourced support and share product feedback on UiPath Forum
• Check the product documentation
• Join the Insider Preview for early testing
Forum
Community Events
• Access the latest articles and video tutorial content created by community members and
UiPath engineers in our Community Blog
• Contribute as an author.
UiPath Community MVPs • Get recognized as a Most Valuable Professional (MVP), Automation Champion or one of
the Forum Leaders, based on the contribution to others’ growth
Join the UiPath Community
• Connect with like-minded people and share best practices with the UiPath Community
• Solve challenges in engaging hackathon competitions
• Join meetups and conferences
Blog and Tutorials
Automation Cloud
• Learn the skills of the future on UiPath Academy or through our Academic Alliance
• Earn globally recognized credentials with UiPath Certifications

17. Discussion, Questions
& Remarks