Join us to discuss how to leverage Document Understanding much faster with Solution Accelerators - Overview of Solution Accelerators - How to access DU Solution Accelerators - Upside to using Solution Accelerators - Features and Contents Fun Quiz at the end!

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Document Understanding
Solution Accelerators

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Join our LinkedIn Group – Houston UiPath Community Group

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Priya Estevez
Senior RPA Consultant
4X UiPath MVP
Diana Gray
UiPath
Community Marketing
Manager, Americas
Houston Chapter Organizers

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Online Events
• Dec 19 - Connector Corner: Power your campaign with Mailchimp,
Microsoft Teams, CRM and OpenAI integrations
• Jan 25 - Dev Dives: Fast-track time to value with UiPath Solution
Accelerators
https://community.uipath.com/events/
MVP Program
MVPs demonstrate strong product
expertise and a track record of
engagement
MVPs get unique benefits including
early access to product roadmap,
feedback sessions with UiPath
leaders, and professional growth
opportunities.
community.uipath.com/mvp
UiPath upcoming Events

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Today’s Speakers
Priya Estevez
Senior RPA Consultant
4X UiPath MVP
George Roth
Technology Evangelist for
Document Understanding
UiPath

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Solution Accelerators are automation frameworks
which are custom-built for specific use cases
What are Solution Accelerators?

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Why Solution Accelerators?

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Where can I find them?

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DU Solution Accelerators

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But what if we could take AHT savings even
further by adding Generative AI to the mix?

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Automatic Processing increased 30%

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Availability and Blog
Generative validation: It's going to be released to public preview next week (December). They will be Find
more info in the Insider Portal: https://www.uipath.com/rpa/insider
Introducing generative validation: maximize efficiency with Generative AI | UiPath

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ACTIVE LEARNING

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Next-generation Document Understanding
with active learning
What?
Active learning is a next-gen AI-
powered experience within UiPath
Document Understanding
Why?
• Anyone can train AI models—no coding
or ML skills required
• 80% faster model training—from a
week, down to just a day
• Guidance on model optimization—
humans & AI collaborating together
• Instant model evaluation—built-in model
performance analytics
Where and when?
Private Preview via
Automation Cloud in 2023.10

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Bringing a new unified experience to
training, deploying and monitoring your model
Previously across Document Understanding, Document Manager, AI Center
Build
Load samples, annotate, and
train your model with a guided
experience
Measure
Understand your model
performance
and how to improve it
Run
Deploy and manage
your projects
with ease
Monitor
Monitor and audit
the performance of
your automation
Note: Preview limitations: Currently we can classify and annotate 40 common document types, limited to out-of-the-box Specialized AI models, full list at https://docs.uipath.com/document-understanding/automation-
cloud/latest/user-guide/out-of-the-box-pre-trained-ml-packages; will be addressed and on roadmap for FA in 24.4

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Next-gen Document Understanding
Experience with Active Learning:
Build
Build
Load samples, annotate, and train your
model with a guided experience
▪ Upload and manage your documents
▪ Classify documents automatically
▪ Use Generative AI to automatically annotate
fields that users validate
▪ Follow recommendations that guide you
on how to improve your model efficiently
▪ Model training occurs in the background
to see impact of user actions
Note: Preview limitations: Currently we can classify and annotate 40 common document types, limited to out-of-the-box Specialized AI models, full list at https://docs.uipath.com/document-understanding/automation-
cloud/latest/user-guide/out-of-the-box-pre-trained-ml-packages; will be addressed and on roadmap for FA in 24.4

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Next-gen Document Understanding
Experience with Active Learning:
Measure
Measure
Understand your model performance
and how to improve it
▪ Evaluate your project readiness with model
metrics
▪ Model metrics indicate which parts of the
project need the most attention
▪ Identified and takes user to the part of the
project with recommended actions to
improve model performance
▪ See distribution of dataset

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Next-gen Document Understanding
Experience with Active Learning:
Run
Run
Deploy and manage your projects
with ease
▪ Evaluate your project readiness with model
Choose and deploy model in just a couple
of clicks
▪ Easily version your entire project
▪ Start working in studio, studio web, or via API

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Next-gen Document Understanding
Experience with Active Learning:
Monitor
Monitor
Monitor and audit the performance
of your automation
▪ Dashboard integrated to show business
outcomes of the automation
▪ Easily drill down into status of documents
being processed
▪ Visibility into human in the loop events –see
what the validator corrected for full
transparency
▪ Search through history of documents
processed

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Availability and Links
Active Learning: It will be released to public preview in January, it will be announced on the Insider Portal as
well.
https://www.uipath.com/rpa/insider
Active Learning in Machine Learning [Guide & Examples]
(v7labs.com)
https://burrsettles.com/pub/settles.activelearning.pdf - Burr Settles.
Active Learning Literature Survey. Computer Sciences Technical
Report 1648, University of Wisconsin–Madison. 2009.
David Barber : UCL Centre for Artificial Intelligence : Humans in the
Loop
https://arxiv.org/pdf/2109.12043.pdf - Sample Efficient Model
Evaluation, September 2021

21. Quiz Time

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Contact Us
Diana Gray–
https://www.linkedin.com/in/di
ana-gray-mba-b98362/
Priya Estevez –
linkedin.com/in/priyadarshinig
Wrap Up!
Join our LinkedIn Group
linkedin.com/groups/14009261
Invite your Colleagues!
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