Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™

In questo evento online gratuito, organizzato dalla Community Italiana di UiPath, potrai esplorare le nuove funzionalità di Autopilot, il tool che integra l'Intelligenza Artificiale nei processi di sviluppo e utilizzo delle Automazioni.

📕 Vedremo insieme alcuni esempi dell'utilizzo di Autopilot in diversi tool della Suite UiPath:
Autopilot per Studio Web
Autopilot per Studio
Autopilot per Apps
Clipboard AI
GenAI applicata alla Document Understanding

👨‍🏫👨‍💻 Speakers:
Stefano Negro, UiPath MVPx3, RPA Tech Lead @ BSP Consultant
Flavio Martinelli, UiPath MVP 2023, Technical Account Manager @UiPath
Andrei Tasca, RPA Solutions Team Lead @NTT Data

1. The new frontiers of AI in RPA
with UiPath Autopilot

2. 2
RPA Tech Lead
BSP Consultant
RPA Solutions Team Lead
NTT Data
Stefano Negro Andrei Tasca
Hosts
Technical Account Manager
UiPath
Flavio Martinelli

3. 3
•Introduction
•Clipboard AI
•DU with GenAI
•Autopilotfor Studio and Apps
•Live Demos
•Q/A
Agenda

4. 4
DON’T BE SHY!

5. 5
UiPath Italian Community
Turin Chapter
https://community.uipath.com/torino/
[email protected]
https://www.linkedin.com/in/stefanonegro/
3 Years Old
8 PastEvents
245 Total RSVPs
129 Registered
Members

6. 6
AI is surpassing human performance
2000 2002 2004 2006 2008 2010 2012 2014 2020
100% (Human performance)
80%
60%
40%
20%
Source:
1998
HANDWRITING RECOGNITION
IMAGE RECOGNITION
SPEECH RECOGNITION
2016
READING COMPREHENSION
2018
LANGUAGE UNDERSTANDING
COMMON SENSE COMPLETION
CONTENT GENERATION
2022
CODE GENERATION

7. 7
Our Journey to AI-powered Automation
RPA
UI Automation
Computer Vision
API Automation
Low-code Apps
Orchestration
Governance
Cloud
Discovery
Analytics
Continuous Testing
Intelligent Document &
Communication
Processing
20232018
Generative AI
Powered
Automation
“
UiPath
Autopilot
TM
Robotic Process
Automation application
Enterprise automation
suite
End-to-end platform for
AI at work
2020
UiPath innovates at an incredible pace, prioritizing
our most important needs for success, from security
to scalability.
Chief Automation Officer
Global Media and Digital Communications Leader
UiPath LLMs
UiPath GenAIActivities

8. 8
Our approach to Generative AI
Supercharge
Productivity
1
Enhance Quality
& Accuracy
2
Automate More
3
GenAIunlocks new
Automation use cases.
Upskill talent and
supercharge productivity.
Reduce friction with increased
accuracy, performance and
reliability.

9. 9
Autopilotfor the Business Automation Platform
1.Govern your AI program at
enterprise scale with the UiPath
Platform & AI Trust Layer
2.Be more productive across the
UiPath Business Automation
Platform
3.Enable every employee to leverage
AI for productivity, across end-
users, developers, and testers
4.Build AI-powered actions into any
enterprise software using best-in-
class UI and API automation
5.Provide cross-platform AI solutions
on Windows, Mac and Web
Autopilot experiences enhance
our end-user experiences
Supercharge
Productivity
Autopilot experiences enhance
our end-user experiences
Supercharge
Productivity

10. 10
UiPath LLMs
Process any document out-of-the-box with little to
no training required, including
lengthyunstructured data and tables
UiPath DocPath
Process communications of varying complexity,
includingmultiple requests and additional context
UiPath CommPath
•10x training effort reduction
•45 –76% error rate reduction
•30 –65% less errors compared
to other IDP and Generative AI
vendors
•Increased automation rate
•2 –3x less training effort
•fine-tunable
Process Documents & Communications More Intelligently
Enhance Quality
& Accuracy
Enterprise control:superior controls
and safeguardscompared to standard
generative LLMprocessing
Standardize output:specify
andnormalizenecessary output
formats for automation
Optimizeperformance:balance
precision vs. recall for optimal
performance
Enhance Quality
& Accuracy
Enterprise control:superior controls
and safeguardscompared to standard
generative LLMprocessing
Standardize output:specify
andnormalizenecessary output
formats for automation
Optimizeperformance:balance
precision vs. recall for optimal
performance

11. 11
Deliver GenAIpowered Solutions
Public Preview Today
Activities making it easy to access, develop with, and leverage
high quality AI predictions in automation workflows.
▪Access to UiPath-managed
LLMs and other LLM lifecycle
tools (R.A.G., Prompt
Evaluation, Proof of Knowledge,
etc.
▪Configurable with Action Centre
for Human in the Loop review
▪Supported by UiPath AI
Services products for data
grounding, governance, and
monitoring
Text Generation Chat Generation Email Generation*
AI Trust Layer
PII Filtering –Context Grounding
UiPath GenAIActivities
UiPath-managed LLMs
Named Entity
Recognition*
Language
Detection*
Categorization*
Image Analysis*
Language
Translation*
Summarization
Format Change*
*Planned
Automate More
Public Preview Today
▪Access to UiPath-managed
LLMs and other LLM lifecycle
tools (R.A.G., Prompt
Evaluation, Proof of Knowledge,
etc.
▪Configurable with Action Centre
for Human in the Loop review
▪Supported by UiPath AI
Services products for data
grounding, governance, and
monitoring
Automate More

12. 12
WhatisClipboardAI
Standalone Application that Acts as an intelligent Copy-Paste tool.
•Copies data from
•Web
•Excel
•PlainText
•PDF
•Extrapolatescontent
•Automatically fills data

13. 13
WhatisDU withGenAI
It’s possible to integrate most GenAItools within UiPath using Connectors
and built-in capabilities

14. 14
WhatisUiPathAutopilot
Unveiled in October 2023, Autopilot is a set of features aimed to boost
productivity and usage of different tools across UiPath Platform
Autopilot for
Test
Autopilot for
Apps
Autopilot for
Studio Web
Autopilot for
Studio
Autopilot for
Assistant

15. 15
WhatisUiPathAutopilot
Unveiled in October 2023, Autopilot is a set of features aimed to boost
productivity and usage of different tools across UiPath Platform

16. 16
Autopilotfor Studio Web
Available in Public Preview (GA 2024.10) or Community
•Example
Generate
Workflow by
description
Expression
Generator

17. 17
Autopilotfor Studio
Available in Public Preview (GA 2024.10) or Community
Autofix Generate WF
Generate
Expression
Autopilot for
Assistant
Autopilot for
Test

18. 18
Autopilotfor Apps
Available in Private Preview (GA 2024.10)
Text Generation
Image
Generation

19. 19
DEMO TIME!

20. 20
•https://community.uipath.com/Torino
•[email protected]
•[email protected]
•[email protected]
Questions?