The document discusses upcoming events and features related to UiPath, including online events focused on document understanding and solution accelerators. It highlights the introduction of generative AI and active learning capabilities that improve document processing efficiency, reducing model training time to just one day. Additionally, it outlines the benefits of the MVP program and opportunities for community engagement through events and links.

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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!
Share this:
community.uipath.com/houston