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Building
intelligent
automations
using AI Center
This presentation may include forward-looking statements. Forward looking statements include all statements that are not historical facts, and in some cases, can be identified by terms
such as “anticipate,” “believe,” “estimate,” “expect,” “intend,” “may,” “might,” “plan,” “project,” “will,” “would,” “should,” “could,” “can,” “predict,” “potential,” “continue,” or the negative
of these terms, and similar expressions that concern our expectations, strategy, plans or intentions. By their nature, these statements are subject to numerous risks and uncertainties,
including factors beyond our control, that could cause actual results, performance or achievement to differ materially and adversely from those anticipated or implied in the statements.
Although our management believes that the expectations reflected in our statements are reasonable, we cannot guarantee that the future results, levels of activity, performance or
events and circumstances described in the forward-looking statements will be achieved or occur. Recipients are cautioned not to place undue reliance on these forward-looking
statements, which speak only as of the date such statements are made and should not be construed as statements of fact.
This meeting is strictly confidential. By participating in this meeting, you agree to keep any information we provide confidential and not to disclose any of the information to any other
parties without our prior express written permission. Neither the information contained in this presentation, nor any further information made available by us or any of our affiliates or
employees, directors, representatives, officers, agents or advisers in connection with this presentation will form the basis of or be construed as a contract or any other legal obligation.
Safe Harbor
3
Why RPA needs AI?
“When conceptualizing RPA
and AI, it can be helpful to
think of AI as the brain, and
RPA as the hands. It’s when
the two are combined that
complex tasks can be
completed.”
AI and RPA
4
AI model building process
Retrain with feedback loop
Retrain model with custom data
Simple out-of-the-box model
5
AI Center
6
AI use-case (Meter Reading)
7
Demo
8
Simple email classifier workflow
• Even the most simple AI-based
workflow needs connecting ML
models with eachother and with
business applications
• Input data could flow in from
business applications; predictions
trigger business actions
downstream
• Rules and overrides need to be
integrated into the workflow
AI and RPA
Why AI needs RPA?
9
Shivaraman Shankar
AI Center Product Manager
shivaraman.shankar@uipath.com
Thank you
• UiPath Academy – UiPath AI Center Overview
• Documentation – About AI Center
• Blog - Seamlessly Integrate Machine Learning
Models into Your Business Processes
• New release – 22.10

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deck.pdf

  • 2. This presentation may include forward-looking statements. Forward looking statements include all statements that are not historical facts, and in some cases, can be identified by terms such as “anticipate,” “believe,” “estimate,” “expect,” “intend,” “may,” “might,” “plan,” “project,” “will,” “would,” “should,” “could,” “can,” “predict,” “potential,” “continue,” or the negative of these terms, and similar expressions that concern our expectations, strategy, plans or intentions. By their nature, these statements are subject to numerous risks and uncertainties, including factors beyond our control, that could cause actual results, performance or achievement to differ materially and adversely from those anticipated or implied in the statements. Although our management believes that the expectations reflected in our statements are reasonable, we cannot guarantee that the future results, levels of activity, performance or events and circumstances described in the forward-looking statements will be achieved or occur. Recipients are cautioned not to place undue reliance on these forward-looking statements, which speak only as of the date such statements are made and should not be construed as statements of fact. This meeting is strictly confidential. By participating in this meeting, you agree to keep any information we provide confidential and not to disclose any of the information to any other parties without our prior express written permission. Neither the information contained in this presentation, nor any further information made available by us or any of our affiliates or employees, directors, representatives, officers, agents or advisers in connection with this presentation will form the basis of or be construed as a contract or any other legal obligation. Safe Harbor
  • 3. 3 Why RPA needs AI? “When conceptualizing RPA and AI, it can be helpful to think of AI as the brain, and RPA as the hands. It’s when the two are combined that complex tasks can be completed.” AI and RPA
  • 4. 4 AI model building process Retrain with feedback loop Retrain model with custom data Simple out-of-the-box model
  • 8. 8 Simple email classifier workflow • Even the most simple AI-based workflow needs connecting ML models with eachother and with business applications • Input data could flow in from business applications; predictions trigger business actions downstream • Rules and overrides need to be integrated into the workflow AI and RPA Why AI needs RPA?
  • 9. 9 Shivaraman Shankar AI Center Product Manager shivaraman.shankar@uipath.com Thank you • UiPath Academy – UiPath AI Center Overview • Documentation – About AI Center • Blog - Seamlessly Integrate Machine Learning Models into Your Business Processes • New release – 22.10