Conversational AI and Chatbots (or rather - and more extensively - Virtual Agents) offer great benefits, especially in combination with technologies like RPA or IDP. Corneliu Niculite (Presales Director - EMEA @DRUID AI) and Roman Tobler (CEO @Routinuum & UiPath MVP) are discussing Conversational AI and why Virtual Agents play a significant role in modern ways of working. Moreover, Corneliu will be displaying how to build a Workflow and showcase an Accounts Payable Use Case, integrating DRUID and UiPath Robots.
š Agenda:
The focus of our meetup is around the following areas - with a lot of room to discuss and share experiences:
- What is "Conversational AI" and why do we need Chatbots (Virtual Agents);
- Deep-Dive to a DRUID-UiPath Integration via an Accounts Payable Use Case;
- Discussion, Q&A
Speakers:
šØš»āš» Corneliu Niculite, Presales Director - EMEA DRUID AI
šØš¼āš» Roman Tobler, UiPath MVP, Co-Founder & CEO Routinuum GmbH
This session streamed live on March 8, 2023, 16:00 PM CET.
Check out our upcoming events at: community.uipath.com
Contact us at: community@uipath.com
A journey into the business world of artificial intelligence. Explore at a high-level ongoing business experiments in creating new value.
* Review AI as a priority for value generation
* Explore ongoing experimentation
* Touch on how businesses are monetising AI
* Understand the intent of adoption by industries
* Discuss on the state of customer trust in AI
Part 1 of a 9 Part Research Series named "What matters in AI" published on https://www.andremuscat.com
[DSC DACH 23] ChatGPT and Beyond: How generative AI is Changing the way peopl...DataScienceConferenc1
Ā
In recent years, generative AI has made significant advancements in language understanding and generation, leading to the development of chatbots like ChatGPT. These models have the potential to change the way people interact with technology. In this session, we will explore the advancements in generative AI. I will show how these models have evolved, their strengths and limitations, and their potential for improving various applications. Additionally, I will show some of the ethical considerations that arise from the use of these models and their impact on society.
Leveraging Generative AI & Best practicesDianaGray10
Ā
In this event we will cover:
- What is Generative AI and how it is being for future of work.
- Best practices for developing and deploying generative AI based models in productions.
- Future of Generative AI, how generative AI is expected to evolve in the coming years.
Generative AI: Redefining Creativity and Transforming Corporate LandscapeOsaka University
Ā
The advent of Generative AI is redefining the boundaries of creativity and markedly transforming the corporate landscape. One of the pioneering technologies in this domain is the Reinforcement Learning from Human Feedback (RLHF). Combined with advancements in LLM (Language Model) has emerged as a notable player. LLM offers two primary interpretations: firstly, as a machine capable of generating highly plausible texts in response to specific directives, and secondly, as a multi-lingual knowledge repository that responds to diverse inquiries.
The ramifications of these technologies are widespread, with profound impacts on various industries. They are catalyzing digital transformation within enterprises, driving significant advancements in research and development, especially within the realms of drug discovery and healthcare. In countries like Japan, Generative AI is heralded for its potential to bolster creativity. The value generated by such AI-driven innovations is estimated to be several trillion dollars annually. Intriguingly, about 75% of this value, steered by creative AI applications, is predominantly concentrated within customer operations, marketing and sales, software engineering, and R&D. These applications are pivotal in enhancing customer interactions, generating innovative content for marketing campaigns, and even crafting computer code from natural language prompts. The ripple effect of these innovations is palpable in sectors like banking, high-tech, and life sciences.
However, as with every innovation, there are certain setbacks. For instance, the traditional business model of individualized instruction, as seen in the context of professors teaching basic actions, is on the brink of obsolescence.
Looking ahead, the next five years pose pertinent questions about humanity's role amidst this technological evolution. A salient skillset will encompass the adept utilization of generative AI, paired with the discernment to accept or critique AI-generated outputs. Education, as we know it, will be reimagined. The evaluative focus will transition from verifying a student's independent work to gauging their ability to produce content surpassing their AI tools. Generative AI's disruptive nature will compel us to re-evaluate human value, reshaping the paradigms of corporate management and educational methodologies
Let's talk about GPT: A crash course in Generative AI for researchersSteven Van Vaerenbergh
Ā
This talk delves into the extraordinary capabilities of the emerging technology of generative AI, outlining its recent history and emphasizing its growing influence on scientific endeavors. Through a series of practical examples tailored for researchers, we will explore the transformative influence of these powerful tools on scientific tasks such as writing, coding, data wrangling and literature review.
Generative AI: Past, Present, and Future ā A Practitioner's PerspectiveHuahai Yang
Ā
Generative AI: Past, Present, and Future ā A Practitioner's Perspective
As the academic realm grapples with the profound implications of generative AI
and related applications like ChatGPT, I will present a grounded view from my
experience as a practitioner. Starting with the origins of neural networks in
the fields of logic, psychology, and computer science, I trace its history and
align it within the wider context of the pursuit of artificial intelligence.
This perspective will also draw parallels with historical developments in
psychology. Against this backdrop, I chart a proposed trajectory for the future.
Finally, I provide actionable insights for both academics and enterprising
individuals in the field.
* "Responsible AI Leadership: A Global Summit on Generative AI"
*April 2023 guide for experts and policymakers
* Developing and governing generative AI systems
* + 100 thought leaders and practitioners participated
* Recommendations for responsible development, open innovation & social progress
* 30 action-oriented recommendations aim
* Navigate AI complexities
A journey into the business world of artificial intelligence. Explore at a high-level ongoing business experiments in creating new value.
* Review AI as a priority for value generation
* Explore ongoing experimentation
* Touch on how businesses are monetising AI
* Understand the intent of adoption by industries
* Discuss on the state of customer trust in AI
Part 1 of a 9 Part Research Series named "What matters in AI" published on https://www.andremuscat.com
[DSC DACH 23] ChatGPT and Beyond: How generative AI is Changing the way peopl...DataScienceConferenc1
Ā
In recent years, generative AI has made significant advancements in language understanding and generation, leading to the development of chatbots like ChatGPT. These models have the potential to change the way people interact with technology. In this session, we will explore the advancements in generative AI. I will show how these models have evolved, their strengths and limitations, and their potential for improving various applications. Additionally, I will show some of the ethical considerations that arise from the use of these models and their impact on society.
Leveraging Generative AI & Best practicesDianaGray10
Ā
In this event we will cover:
- What is Generative AI and how it is being for future of work.
- Best practices for developing and deploying generative AI based models in productions.
- Future of Generative AI, how generative AI is expected to evolve in the coming years.
Generative AI: Redefining Creativity and Transforming Corporate LandscapeOsaka University
Ā
The advent of Generative AI is redefining the boundaries of creativity and markedly transforming the corporate landscape. One of the pioneering technologies in this domain is the Reinforcement Learning from Human Feedback (RLHF). Combined with advancements in LLM (Language Model) has emerged as a notable player. LLM offers two primary interpretations: firstly, as a machine capable of generating highly plausible texts in response to specific directives, and secondly, as a multi-lingual knowledge repository that responds to diverse inquiries.
The ramifications of these technologies are widespread, with profound impacts on various industries. They are catalyzing digital transformation within enterprises, driving significant advancements in research and development, especially within the realms of drug discovery and healthcare. In countries like Japan, Generative AI is heralded for its potential to bolster creativity. The value generated by such AI-driven innovations is estimated to be several trillion dollars annually. Intriguingly, about 75% of this value, steered by creative AI applications, is predominantly concentrated within customer operations, marketing and sales, software engineering, and R&D. These applications are pivotal in enhancing customer interactions, generating innovative content for marketing campaigns, and even crafting computer code from natural language prompts. The ripple effect of these innovations is palpable in sectors like banking, high-tech, and life sciences.
However, as with every innovation, there are certain setbacks. For instance, the traditional business model of individualized instruction, as seen in the context of professors teaching basic actions, is on the brink of obsolescence.
Looking ahead, the next five years pose pertinent questions about humanity's role amidst this technological evolution. A salient skillset will encompass the adept utilization of generative AI, paired with the discernment to accept or critique AI-generated outputs. Education, as we know it, will be reimagined. The evaluative focus will transition from verifying a student's independent work to gauging their ability to produce content surpassing their AI tools. Generative AI's disruptive nature will compel us to re-evaluate human value, reshaping the paradigms of corporate management and educational methodologies
Let's talk about GPT: A crash course in Generative AI for researchersSteven Van Vaerenbergh
Ā
This talk delves into the extraordinary capabilities of the emerging technology of generative AI, outlining its recent history and emphasizing its growing influence on scientific endeavors. Through a series of practical examples tailored for researchers, we will explore the transformative influence of these powerful tools on scientific tasks such as writing, coding, data wrangling and literature review.
Generative AI: Past, Present, and Future ā A Practitioner's PerspectiveHuahai Yang
Ā
Generative AI: Past, Present, and Future ā A Practitioner's Perspective
As the academic realm grapples with the profound implications of generative AI
and related applications like ChatGPT, I will present a grounded view from my
experience as a practitioner. Starting with the origins of neural networks in
the fields of logic, psychology, and computer science, I trace its history and
align it within the wider context of the pursuit of artificial intelligence.
This perspective will also draw parallels with historical developments in
psychology. Against this backdrop, I chart a proposed trajectory for the future.
Finally, I provide actionable insights for both academics and enterprising
individuals in the field.
* "Responsible AI Leadership: A Global Summit on Generative AI"
*April 2023 guide for experts and policymakers
* Developing and governing generative AI systems
* + 100 thought leaders and practitioners participated
* Recommendations for responsible development, open innovation & social progress
* 30 action-oriented recommendations aim
* Navigate AI complexities
In this session, you'll get all the answers about how ChatGPT and other GPT-X models can be applied to your current or future project. First, we'll put in order all the terms ā OpenAI, GPT-3, ChatGPT, Codex, Dall-E, etc., and explain why Microsoft and Azure are often mentioned in this context. Then, we'll go through the main capabilities of the Azure OpenAI and respective usecases that might inspire you to either optimize your product or build a completely new one.
Exploring Opportunities in the Generative AI Value Chain.pdfDung Hoang
Ā
The article "Exploring Opportunities in the Generative AI Value Chain" by McKinsey & Company's QuantumBlack provides insights into the value created by generative artificial intelligence (AI) and its potential applications.
Generative AI models, such as ChatGPT and Stable Diffusion, can create new and original content like text, images, video, audio, or other data from simple prompts, as well as handle complex dialogs and reason about problems with or without images. These models are disrupting traditional technologies, from search and content creation to automation and problem solving, and are fundamentally shaping the future user interface to computing devices. Generative AI can apply broadly across industries, providing significant enhancements for utility, productivity, and entertainment. As generative AI adoption grows at record-setting speeds and computing demands increase, on-device and hybrid processing are more important than ever. Just like traditional computing evolved from mainframes to todayās mix of cloud and edge devices, AI processing will be distributed between them for AI to scale and reach its full potential.
In this presentation youāll learn about:
- Why on-device AI is key
- Full-stack AI optimizations to make on-device AI possible and efficient
- Advanced techniques like quantization, distillation, and speculative decoding
- How generative AI models can be run on device and examples of some running now
- Qualcomm Technologiesā role in scaling on-device generative AI
Unlocking the Power of Generative AI An Executive's Guide.pdfPremNaraindas1
Ā
Generative AI is here, and it can revolutionize your business. With its powerful capabilities, this technology can help companies create more efficient processes, unlock new insights from data, and drive innovation. But how do you make the most of these opportunities?
This guide will provide you with the information and resources needed to understand the ins and outs of Generative AI, so you can make informed decisions and capitalize on the potential. It covers important topics such as strategies for leveraging large language models, optimizing MLOps processes, and best practices for building with Generative AI.
š¹How will AI-based content-generating tools change your mission and products?
š¹This complimentary webinar [ON-DEMAND] explores multiple use cases that drive adoption in their early adopter customer base to provide product leaders with insights into the future of generative AI-powered businesses, and the potential generative AI holds for driving innovation and improving business processes.
Today, I will be presenting on the topic of
"Generative AI, responsible innovation, and the law."
Artificial Intelligence has been making rapid strides in recent years,
and its applications are becoming increasingly diverse.
Generative AI, in particular, has emerged as a promising area of innovation, the potential to create highly realistic and compelling outputs.
An overview of the most important AI capabilities in marketing, advertising and content creation. I made this presentation to inform, educate and inspire people in the creative industries to familiarise themselves with the incredible toolsets that are already here and in development. I also explain how generative Ai works explore some possible new roles and business models for agencies. Hope you enjoy it!
Explore how different industries are embracing the utility of AI to create and deliver new value for their customers and organisation
* Discuss the state of maturity of AI across industries
* Get an appreciation of business posture to AI projects
We also review the utility of AI across several industries including:
* Healthcare
* Newsroom & Journalism
* Travel
* Finance
* Supply Chain / eCommerce / Retail
* Streaming & Gaming
* Transportation
* Logistics
* Manufacturing
* Agriculture
* Defense & Cybersecurity
Part of the What Matters in AI series as published on www.andremuscat.com
Transform experiences with automation and conversational AIVibhor Shrivastava
Ā
.UiPath Chatbots bring together RPA and conversational AI to modernize your enterprise operations and delight your customers. The AI-powered RPA platform and the Druid no-code chatbot authoring platform allow businesses to fulfill the customer requests end-to-end making it suitable for all industries and roles.
Weāve made it so easy to automate conversational processes, it just might leave you speechlessā
In this session, you'll get all the answers about how ChatGPT and other GPT-X models can be applied to your current or future project. First, we'll put in order all the terms ā OpenAI, GPT-3, ChatGPT, Codex, Dall-E, etc., and explain why Microsoft and Azure are often mentioned in this context. Then, we'll go through the main capabilities of the Azure OpenAI and respective usecases that might inspire you to either optimize your product or build a completely new one.
Exploring Opportunities in the Generative AI Value Chain.pdfDung Hoang
Ā
The article "Exploring Opportunities in the Generative AI Value Chain" by McKinsey & Company's QuantumBlack provides insights into the value created by generative artificial intelligence (AI) and its potential applications.
Generative AI models, such as ChatGPT and Stable Diffusion, can create new and original content like text, images, video, audio, or other data from simple prompts, as well as handle complex dialogs and reason about problems with or without images. These models are disrupting traditional technologies, from search and content creation to automation and problem solving, and are fundamentally shaping the future user interface to computing devices. Generative AI can apply broadly across industries, providing significant enhancements for utility, productivity, and entertainment. As generative AI adoption grows at record-setting speeds and computing demands increase, on-device and hybrid processing are more important than ever. Just like traditional computing evolved from mainframes to todayās mix of cloud and edge devices, AI processing will be distributed between them for AI to scale and reach its full potential.
In this presentation youāll learn about:
- Why on-device AI is key
- Full-stack AI optimizations to make on-device AI possible and efficient
- Advanced techniques like quantization, distillation, and speculative decoding
- How generative AI models can be run on device and examples of some running now
- Qualcomm Technologiesā role in scaling on-device generative AI
Unlocking the Power of Generative AI An Executive's Guide.pdfPremNaraindas1
Ā
Generative AI is here, and it can revolutionize your business. With its powerful capabilities, this technology can help companies create more efficient processes, unlock new insights from data, and drive innovation. But how do you make the most of these opportunities?
This guide will provide you with the information and resources needed to understand the ins and outs of Generative AI, so you can make informed decisions and capitalize on the potential. It covers important topics such as strategies for leveraging large language models, optimizing MLOps processes, and best practices for building with Generative AI.
š¹How will AI-based content-generating tools change your mission and products?
š¹This complimentary webinar [ON-DEMAND] explores multiple use cases that drive adoption in their early adopter customer base to provide product leaders with insights into the future of generative AI-powered businesses, and the potential generative AI holds for driving innovation and improving business processes.
Today, I will be presenting on the topic of
"Generative AI, responsible innovation, and the law."
Artificial Intelligence has been making rapid strides in recent years,
and its applications are becoming increasingly diverse.
Generative AI, in particular, has emerged as a promising area of innovation, the potential to create highly realistic and compelling outputs.
An overview of the most important AI capabilities in marketing, advertising and content creation. I made this presentation to inform, educate and inspire people in the creative industries to familiarise themselves with the incredible toolsets that are already here and in development. I also explain how generative Ai works explore some possible new roles and business models for agencies. Hope you enjoy it!
Explore how different industries are embracing the utility of AI to create and deliver new value for their customers and organisation
* Discuss the state of maturity of AI across industries
* Get an appreciation of business posture to AI projects
We also review the utility of AI across several industries including:
* Healthcare
* Newsroom & Journalism
* Travel
* Finance
* Supply Chain / eCommerce / Retail
* Streaming & Gaming
* Transportation
* Logistics
* Manufacturing
* Agriculture
* Defense & Cybersecurity
Part of the What Matters in AI series as published on www.andremuscat.com
Transform experiences with automation and conversational AIVibhor Shrivastava
Ā
.UiPath Chatbots bring together RPA and conversational AI to modernize your enterprise operations and delight your customers. The AI-powered RPA platform and the Druid no-code chatbot authoring platform allow businesses to fulfill the customer requests end-to-end making it suitable for all industries and roles.
Weāve made it so easy to automate conversational processes, it just might leave you speechlessā
Achieving Business Transformation with UiPath RPACelonis
Ā
UiPath delivers the most advanced Enterprise RPA Platform, built for business and IT. As you strive to benefit from the opportunities of the āAutomation Firstā era, your digital transformation can be accelerated here. And UiPath RPA is constantly adding new AI skills that can be applied to more complex use cases. Join Christian Berg, Director of AI Product Management, and Bella Liu, AI Partnership Lead to learn how UiPath RPA is enabling robots to address process automation end to end with new AI skills powered by Celonis.
Presenters:
Bella Liu, AI Partnership Lead, UiPath
Christian Berg, Director of AI Product Management, UiPath
Dev Dives: Unlock AI-driven automation with semantic automation & communicati...Cristina Vidu
Ā
Leverage the intersection of AI, ML and automation to enable robots to analyze and understand communications including emails, tickets, notes and more.
By combining ML models or leveraging the latest developments in NLP from UiPath Communications Mining (formerly Re:infer), developers can build workflows that classify and extract structured data from messages, such as custom entities, and intent labels. This new source of structured data from communications unlocks AI-driven automation and expands automation into new areas.
This session is designed for Automation Developers that are interested in learning how to harness the capabilities of ML models within their UiPath RPA workflows to deliver automations that understand intent and can handle complex scenarios.
š During the session, we will cover:
Leveraging AI Center and Studio to build and deploy models
How you can combine models to address complex scenarios such as ITSM triaging
UiPath Communications Mining, what is it and how can it be leveraged for analysis and automation use cases
šØš½āš» Speakers:
Dhruv Patel, Senior Sales Solution Architect @UiPath
Tom Golebiowski, UiPath Communications Mining Expert @UiPath
š Register for our upcoming Dev Dives Session 4: How to create user-friendly attended automations from beginning to end: http://bit.ly/Dev_Dives_EMEA_4
Chatbots and automation in the digital workplaceSam Marshall
Ā
Slides from webinar between ClearBox Consulting and FLEX Automation, Feb 2018.
www.clearbox.co.uk
What are enterprise chatbots?
What are the challenges and opportunities?
What do digital workplace and intranet managers need to know?
What are the promising use cases?
In this event, we will give a voice to your UiPath robots, and answer any questions you may have regarding the conversational virtual assistants topic. We will cover both the Attended and Unattended integrations, as well as the new platform changes, meant to streamline the development of new chatbots.
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...DianaGray10
Ā
Continuous accuracy and efficiency of Large Language Models (LLM) is key to successfully building out your next AI-infused automation, regardless of business use case.
For our next Connector Corner webinar, weāll explore how using a seamless AI integration process provides access to industry leading models, curated activities, and embeddings that help achieve operational efficiency.
Join us on March 26 to learn about:
Accessing large language models, hosted by UiPath
Reducing complexities of prompt-engineering, by using curated sets of activities
Assuring accuracy and safety, by building an AI Trust Layer to moderate the output of AI models, and their generated results.
Discovering whatās new in embeddings connectivity
Cultivating your AI knowledgebase using Vector Databases
Expect to see these use cases in action:
Leveraging UiPath hosted LLMs and activities
Document comparison using our LLM framework
Please stay tuned for additional use cases
Speakers:
Charlie Greenberg, host
George Roth, Technology Evangelist
Scott Schoenberger, Senior Product Manager
Koji Takimoto, Director Product Support
Shrinking the Custom Application Development Cycle with Low-Code PlatformsQuickBase, Inc.
Ā
Enterprises are constantly seeking to raise speed and agility through software. This requires IT to address complex business requirements with an eye for customer experience and mobility. Until now, these builds meant long and expensive development cycles, on-site maintenance and updates. In short, these builds lack the flexibility required for todayās business environment.
Not anymore.
With the advent of low-code platforms, the time, skills, and resources required for building custom applications that meet complex business requirements have been dramatically reduced.
Top 10 Most Demand IT Certifications Course in 2020 - MildainTrainingsMildain Solutions
Ā
The professionals in the field of Information Technology understands the importance of certification to their career and growth.
The information provided in this guide is backed by real data. Let us look at the top IT certifications that will remain to be a trend in 2020.
Mildaintrainings https://mildaintrainings.com/ offers Several trainings all over the world.
Innovation in the Modern Supply chain Webinar by SYSPRO Australia. The webinar presenter Andrew Farah discussed the latest innovations that can improve supply chain and logistics operations, which included rise of Robotics and Cobotics, IoT and the supply chain, how blockchain and IoT can enhance supply chain operations and more.
SAP Inside track - SAP Conversational AI - Lecture.
45minutes lecture on the architecture, technical components, roadmap, lessons learned and an extensive demo of the platform.
Similar to Conversational AI and Chatbot Integrations (20)
State of the Automation Professional 2023: Insights and Implications for NigeriaCristina Vidu
Ā
Join us for an engaging panel with automation professionals from various organizations in Nigeria, as they share their insights and opinions on the UiPath State of the Automation Professional Report 2023. This comprehensive report is based on a global survey of over 1,639 automation professionals and reveals the latest trends, challenges, and opportunities in the automation field.
Some of the topics that will be covered in the panel include:
How automation is transforming the Nigerian economy and society, and what are the key drivers and barriers to adoption?
What are the skills and competencies that are in demand for automation professionals in Nigeria, and how to acquire and develop them?
What are the best practices and lessons learned from successful automation projects in Nigeria, and what are the common pitfalls and risks to avoid?
How to leverage the UiPath platform and community to accelerate your automation journey and career growth.
Donāt miss this opportunity to learn from the experts, network with your peers, and get inspired by the possibilities of automation. Register now!
š½ Download the State of the Automation Professional Report HERE: http://bit.ly/3ra6Tp7
Steps towards RPA Development: Create a Process Assessment Matrix Cristina Vidu
Ā
Join us for an informative community event where we will explore the importance of building a process assessment matrix for RPA!
Robotic Process Automation (RPA) is an essential tool that can help businesses improve efficiency and productivity. However, before implementing RPA, it's crucial to evaluate the processes that the technology will automate.
Our event will provide attendees with a step-by-step guide to building a process assessment matrix for RPA. Our expert speakers will explain the benefits of using process assessment matrices and discuss how to gather and analyze the necessary data to create a comprehensive assessment. Additionally, attendees will learn how to identify key metrics and criteria to include in the matrix and how to use the results to determine which processes are suitable for RPA implementation.
Whether you're a business owner or a technology enthusiast, this event is perfect for anyone looking to improve their understanding of RPA and process assessment matrices. Join us for an evening of insightful discussions and practical advice on how to build a process assessment matrix for RPA effectively. Don't miss out on this fantastic opportunity to learn and network with like-minded individuals!
šØāš«šØāš» Speakers:
Stefano Negro, Torino UiPath Community Chapter Leader & UiPath MVP, RPA Tech Lead @BSP Consultant
Enrico Bruno, RPA PM @BSP Consultant
Dev Dives: Design user-friendly attended automations from A to ZCristina Vidu
Ā
This session is especially for CoE teams, and RPA practitioners that are interested in designing, building, and deploying engaging and robust attended automations across an enterprise.
š During this webinar we'll cover:
- Key elements of the typical workstream for attended automations
- Which UiPath products to use and when, depending on your attended use case
- How tools like Workflow Analyzer, Automation Profiler, and other features can enhance your automations
- A new way of building attended automations using the new form and trigger activities
Speakers:
šØš½āš» Robert Love, Principal Product Manager @UiPath
šØš»āš» Tuan Nguyen, Senior Product Manager @UiPath
š½ Download the input validation automation: http://bit.ly/uipath-input-validationā
Register for our upcoming Dev Dives Session 5: Rapidly automate APIs and build custom connectors with Integration Service
š EMEA APJ: http://bit.ly/Dev_Dives_5_EMEA_APJ
š AMER: http: http://bit.ly/Dev_Dives_5_AMER
This session streamed live on April 27, 2023, 17:00 CET.
Check out all our upcoming Dev Dives 2023 sessions at:
š http://bit.ly/Dev-Dives_2023
Steps towards RPA Development: How to Document your Automation.pdfCristina Vidu
Ā
In this community event we will see what are the basic concepts regarding Documentation, how to document an automation following best practices and some tips & tricks to increase the Analysis phase of your automation journey.
š Some of the topics that will be discussed are:
Before Documentation: what to define at the start of an automation journey in order to avoid mistakes and challenges that can appear later
How to create Automation Documents and what best-practices to follow
Highlights on Process Definition Document, Solution Design Document and other docs
Tips and tricks
Examples of good (and bad) documentation!
šØāš» Speakers:
Stefano Negro, UiPath MVP, RPA Tech Lead @BSP Consultant
Enrico Bruno, Project Manager @BSP Consultant
šŗ Women in Automation Program: Become a Citizen Developer with UiPath StudioX...Cristina Vidu
Ā
In this session you will kick-start your Citizen Developer journey by running your first Ui (user interaction platform) automation. You will learn how to automate data related processes involving online platforms. Then you will transfer and manage that data in an internal application.
šŗ About this event:
Hello & welcome to Women in Automation Series!
Introduction to User Interface automation
Getting familiar with StudioX activities for UI automation
Create purchase orders with UiPath StudioX
Q&A š
šØāš« Your UiPath MVP trainers:
Thomas Janssen, Lead Cognitive Consultant @Node1, Youtuber & StudioX Expert Trainer
Sylvain Boutie, CEO & Co-Founder @MyLittleBot
Women in Automation - Introduction to RPACristina Vidu
Ā
Introduction to RPA session held by UiPath MVP Priya Darshini within the 'Women in Automation 2023' Opening Panel & Program Launch session, on March 9, 2023.
This is our first "RPA Karaoke" Event, a collaboration of various Community Chapters. Expect a fun and entertaining event where You can get involved, test your knowledge on RPA and related topics in a vivid and perhaps comical way - alongside other Community Members and UiPath MVPs.
This Event's Participants (and potentially Your Teammates?!) are:
Hiba Beldi (MVP & Paris Chapter Leader; CoE Lead)
Jacqui Muller (MVP & Johannesburg Chapter Leader; Application Architect & Part-Time Lecturer)
Andreas Obermair (MVP; Global Head of Automation)
Jeppe Jespersen (MVP & Copenhagen Chapter Leader; RPA Manager)
Roman Tobler (MVP & Zurich Chapter Leader; CEO)
In this webinar we will use the UiPath Apps, developing together an E2E solution for a realistic use case.
The Use-Case will be related to the validation of some photos, very similar to a backoffice task. We will see how to connect the App with the UiPath Data Service and how to manipulate the data on it. In addition, the App will also manage the documentation saved on the Orchestrator Storage Buckets.
Finally, the App will be connected to a robot that will process the data obtained through the App to carry out data entry actions on a CRM.
š Agenda
- Creation of a Blank App
- Creation of a Storage Bucket
- Development of the App until publication
- Robot code analysis
- Application testing
UiPath Amsterdam DEV meet-up For Developers, By DevelopersCristina Vidu
Ā
Who can join?
UiPath RPA Developers in the Netherlands and anyone from the UiPath global community interested in our experience exchange. This is an EN language event.
Please note, that this event will have a dedicated focus on UiPath RPA Developers and that we remain the right to deny participation in case of oversubscription.
Agenda:
14:40 Keynote: Dion Mes (UiPath) on UiPath Integration Service
14:55 Keynote: Peter Vlam (Nationale-Nederlanden) on Citizen Development
15:10 Deep-Dive sessions (2 rounds with 4 topics)
1. Configuration management using JSON - Worth more than you might think (Mike de Waard, Tech Lead @Nationale-Nederlanden)
2. AI Center and use-cases (Thomas Janssen, Senior RPA Developer & Trainer @Node1)
3. RPA Testing with UiPath Test Manager (Remco Kwinkelenberg, Principal Sales Engineer EMEA @UiPath )
4. RPA x Low-Code: combining UiPath & Mendix for end-to-end process improvement (Sander ter Horst, Senior Manager @Tacstone)
1
Was bezweckt dieser Event?
Dieses (virtuelle) Meetup bezweckt, die Akteure und Interessenten zu verschiedenen Themen rund um Prozessautomatisierung zusammenzubringen. An diesem Community-Event wollen wir die Inhalte und Zielsetzungen der Folgemeetings festlegen, um die Themen-Pipeline auf Euch - die Community - und Eure Anforderungen zuzuschneiden sowie Euch fĆ¼r mƶgliche BeitrƤge miteinbeziehen. Wir werden uns zu Euren Erwartungen & Interessensgebieten austauschen, um die Inhalte kommender Meetups mƶglichst daran zu richten - Du kannst die Community also massgebend beeinflussen!
Agenda:
Die vorgesehene Agenda beinhaltet die nachfolgenden Themen:
Vorstellung der Community - RĆ¼ckblick und Zielsetzungen;
Gemeinsamer Austausch zu Euren Erwartungen & Interessensgebieten - mƶgliche Themen, die auch Ihr in die Community einbringen kƶnnt;
Abschluss, Q&A.
Wir freuen uns auf einen spannenden Austausch und darauf, gemeinsam die Inhalte fĆ¼r kommende Meetups festzulegen.
Webinar - Utilizzo delle WebApi dell'Orchestrator.pdfCristina Vidu
Ā
In questo evento tratteremo l'utilizzo delle WebApi messe a disposizione da UiPath per interfacciarsi con Orchestrator.
Un focus sulla documentazione e qualche piccolo esempio di utilizzo ed integrazione.
š Ordine del giorno
- Come collegarsi e ottenere un token di autenticazione
- Come effettuare le chiamate di GET o POST
- Qualche integrazione utile tra API e altre applicazioni
šØāš» Flavio Martinelli, UiPath Rome Chapter Leader, Head of Automation @Nethex
šØāš» Salvatore Amato, RPA Specialist
Dev Dives 1 Building end-to-end automation for expense reports.pdfCristina Vidu
Ā
This session is suitable for any developer interested in learning how to achieve more productivity by integrating with expense reports platforms, processing invoices, and leveraging AI for classification of the expenses. With UiPath any business can easily bring the latest advancements in UI Automation, Document Understanding, and AI to develop an automation that can create expense reports automatically.
š During the meetup weāll cover:
Typical use cases for cross-platform projects
How cross-platform activities work in Studio
How to build an automation using UiPath, including a live example and demo:
Document Understand for invoice processing
Real example of UI Automation for the expense report
AI models for classification of expenses
Answer to Q&A.
šØāš» Speakers:
Alexandru Roman, Senior Product Manager @UiPath
Discover how Integration Service automates a wide range of API integration use cases. Learn how to build automations faster and seamlessly when combined with UiPath platform capabilities, such as UI automation, document understanding and other UiPath services.
Integration Service enables RPA developersāÆto easilyāÆdeploy API-based integrations acrossāÆbusiness processes, such asāÆorder-to-cash, contact-to-leadāÆmanagement, andāÆproposal-to-contract processing.
š Agenda:
Presentation:
Introducing Integration Service
Building powerful API automation (prebuilt connectors, activities, event triggers)
Deploying API application integration patterns
Supporting multiple users across your enterprise, including IT, COE, RPA and citizen developers
Bringing your own connector: Introducing Connector Builder
Live Demo:
Integration Service Overview
How to quickly build your own connector
Roadmap at-a-glance
Q&A
šØāš» Speakers:
Mark Geene, VP & GM @UiPath
Gunter De Souter, Senior Director, Product Management @UiPath
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
Ā
As AI technology is pushing into IT I was wondering myself, as an āinfrastructure container kubernetes guyā, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefitās both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Ā
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Ā
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But thereās more:
In a second workflow supporting the same use case, youāll see:
Your campaign sent to target colleagues for approval
If the āApproveā button is clicked, a Jira/Zendesk ticket is created for the marketing design team
Butāif the āRejectā button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Ā
Are you looking to streamline your workflows and boost your projectsā efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, youāre in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part āEssentials of Automationā series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Hereās what youāll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
Weāll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Donāt miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
Ā
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties ā USA
Expansion of bot farms ā how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks ā Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Let's dive deeper into the world of ODC! Ricardo Alves (OutSystems) will join us to tell all about the new Data Fabric. After that, Sezen de Bruijn (OutSystems) will get into the details on how to best design a sturdy architecture within ODC.
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
Ā
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Ā
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Ā
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Ā
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
Ā
Conversational AI and Chatbot Integrations
1. Conversational AI and
Virtual Assistants
Integrations
Wednesday, 8 March 2023
Community Meetup ā Chapter āZĆ¼richā
2. 2
ROMAN TOBLER
CEO @ Routinuum
UiPath MVP and Zurich RPA Community Chapter Leader
Author of Excelblog.ch (mainly in German)
LinkedIn Routinuum Excelblog.ch
4. 4
Poll and Your Expectations (also Q&A)
https://app.sli.do/event/qx9HkHS56336uhmsBytV8h/live/polls
Please note: Link may become
inactive after the event.
5. 5
ā¢ What is āConversational AIā and why do we need
Chatbots (Virtual Agents);
ā¢ Deep-Dive to a DRUID-UiPath Integration via an
Accounts Payable Use Case;
ā¢ Guided start of an UiPath Bot;
ā¢ Discussion, Q&A
Agenda
6. 6
What is Conversational AI
What is āConversational AIā and why do we need Chatbots (Virtual Agents)?
7. 7
Some Definitions
Chatbot Conversational AI Virtual assistant
Answer questions Yes Yes Yes
Understand human
language
Maybe Yes Yes
Understand context
and extract entities
Yes Yes
Interact with other
Systems
Yes
Interact with RPA Yes
8. 8
Multi-Channel Experience:
The same Conversation Flows
can be deployed to multiple
channels, as different channels
are relevant for a business.
Why do we need Chatbots and Virtual Agents?
High demand for
availability (24/7 support
and assistance)
A vast history of
communications to build upon:
Identify patterns to automate
especially, but not only, standard
conversation flows (varying
content/intent)
MS TEAMS WEB Chat
WHATSAPP VIBER
TELEGRAM WEBEX
SLACK
ZENDESK
FACEBOOK
GOOGLE
HANGOUTS
PHONE
Quality improvements via
standardization and increased
efficiency (reduced response times)
Interface and enrichment for
conversation, to interact and go
through longer running workflow
ā and add powerful functionalities
(i.e. āattendedā and/or āunattendedā
automation)
9. 9
ā¢ Google Trends ā āChatbotā ā Worldwide ā last 12 Months
ā¢ Google Trends ā āConversational AIā ā Worldwide ā last 12 Months
Chatbots and Conversational AI
A Trending Topic
Source: https://trends.google.com/trends/explore?q=Chatbot
Source: https://trends.google.com/trends/explore?q=Conversational%20AI
10. 10
Limitations (in the Enterprise World):
ā¢ Business Requests;
ā¢ Data Privacy and Security
Compliance;
ā¢ High requirements for hardware and
infrastructure (on-premise);
ā¢ Shortcomings of consistency, logical
and factual inaccuracies (traceability
of data sets and training models?).
Conversational AI and Generative AI
ChatGPT: Generative artificial intelligence (AI) built on a large language model (LLM)
called GPT (Generative Pre-trained Transformer).
ā¢ Built by OpenAI, a San Francisco-
headquartered AI research lab. Elon
Musksā vision for the company is āto
empower as many people as possible to
have AI.ā - source.
ā¢ ChatGPT is capable of understanding
natural human language and generating
thoughtful human-like prose after being
fed a prompt. With 175 billion parameters
ā¢ GPT-3 is one of the most powerful
language processing models ever
created, and it has the potential to
revolutionise many aspects of our lives,
from language translation to personal
assistants to chatbots. ā source
ā¢ For R&D OpenAI LP received a US$1
billion investment from Microsoft. - source
We are convinced that the challenges ChatGPT
displays are available only for the time being. In the
near future, they will be addressed.
DRUID will work in symbiosis with ChatGPT. For a
conversational AI solution to be effective for
businesses and provide high ROI, these bots need
to perform an action. ChatGPT cannot do that alone.
11. 11
Analysts on Ā«Conversational AIĀ»
Competitive Landscape
8.2
$BILLION
CONVERSATIONAL AI
PLATFORM MARKET IN 2022
The global conversational AI
market size is expected to reach
$ 41.39 billion by 2030 and is
expected to expand at a CAGR
of 23.6% from 2022 to 2030
NLU
Natural
language
under-
standing
MAIN
INVESTMENTS
NLP
Natural
language
processing
DIALOGUE
MANAGEMET
CONTINOUS
IMPROVEMENT
ANALYTICS
VOICE
TESTING
Spending on cognitive and
AI systems reached $77.6B
in 2022, more than double the
$35.8B forecast for 2021, having a
CAGR of 30.5% for the forecasted
period 2017-2022.
(IDC Worldwide Semiannual Cognitive
Artificial Intelligence Systems Spending
Guide, 2021)
By 2025, 95% of customer interactions will be managed through conversational AI (Gartner).
12. 12
60
Languages
Input via multiple channels
Multi-Channel Experience:
The same Conversation Flows can be deployed to
multiple channels, as different channels are
relevant for a business.
MS TEAMS WEB Chat
WHATSAPP VIBER
TELEGRAM WEBEX
SLACK
ZENDESK
FACEBOOK
GOOGLE
HANGOUTS
PHONE
13. 13
FAQ
chatbots
AI Virtual
Assistants
TIME AND MARKET DISPERSION
TOTAL
VALUE
DELIVERED
MS TEAMS AUDIO WHATSAPP VIBER TELEGRAM WEBEX MESSENGER SLACK ZENDESK
WEB
MEGABOT
DRUID
DATA
SERVICE
OPEN A
NEW
TICKET
REQUEST
CUSTOMER
360
SUBMIT
TRAVEL
EXPENSE
REQUEST
PASSWORD
UPDATE
REQUEST A
LEAVE
Conversational AI Technology
BRIDGING THE GAP between employees and their systems
ADD A LAYER OF INTELLIGENCE to the enterprise
A FRONTEND TO DIGITAL OPERATIONS
14. 14
DRUID Platform and UiPath Integrations
Deep-Dive to a DRUID-UiPath Integration via an Accounts Payable Use Case
15. 15
Conversational AI and RPA
ā¢ Add voice to your robots
ā¢ Trigger your existing processes on
demand via chat
ā¢ Create a familiar input layer for your
RPA processes
ā¢ Bridge the gap in the business
processes using chat
ā¢ Provide real insight in the minds of the
users via conversation history
16. 16
Conversational AI and Generative AI
EXTERNAL
Data
Storage
Long Running
Workflows
AI Service
Core
Approval WF
KYC
Files
Leads
File
Storage
Integrations
LIVE CHAT
INTERNAL
Our Mission :
We power the operational
efficiency of companies with self
learning robots through linking
back-end and front-end application
that allow professionals to have an
intelligent conversation with their
existing technologies.
ADD A CONVERSATIONAL AI LAYER to the enterprise
17. 17
Only 30% of RPA processes are used. RPA bots do not receive a
reminder and employees forget how to trigger them
RPA without DRUID RPA with DRUID
Only 3% of organizations
have scaled their digital
workforce.(Deloitte Global
RPA Survey)
Size of automation estate
ORG size: 1000 ā 1000+ employees
According to a āBlueprintā study, on average, companies
had 120 automated processes currently in production.
The top 10 percent of respondents reported having
more than 251 automations in their estates.*
Use the process
Identify a process/task to be automated
Record the steps of the process
Configure the software to
mimic human actions
Test and Deploy
RPA
Monitor and maintain the solution
Test and Deploy integrated system
Monitor and improve the conversational flows
Boost customer satisfaction and ROI
Identify automated interactions
for DRUID Conversational AI
Create and train conversation
flows with DRUID AI
Integrate Conversational AI with RPA
With DRUID you can trigger
RPA processes
conversationally
RPA
RPA
Source: https://www.blueprintsys.com/blog/blueprint-publishes-report-assessing-state-robotic-process-automation
18. 18
Probably the fastest way to operate unattended robots.
KickStart UiPath processes and get updates from RPA
processes in real-time.
Add Items to queue
Start Attended Process Start Unattended Process
20. 20
Within the DRUID Platform, the
following Architecture and Hierarchy
is important to understand the
structure.
ā¢ Create a Bot
ā¢ Create or import a solution
ā¢ Add Conversation Flows,
Integrations and more to your
solution.
From Bot to Flow
Tenant
Bot
Solution
Flows,
integrations, entities
21. 21
ā¢ What are solutions?
Importing solutions from the āSolutionLibraryā
24. 24
ā¢ DRUID Blog - Will Generative AI and ChatGPT Take Over Human Creativity?
https://www.druidai.com/blog/chatgpt-to-take-over-human-creativity
ā¢ Elon Musksā vision for the company is āto empower as many people as possible to
have AI.ā
https://www.csmonitor.com/Technology/2015/1214/Open-AI-Effort-to-democratize-
artificial-intelligence-research
ā¢ ChatGPT: Everything you need to know about OpenAI's GPT-3 tool
https://www.sciencefocus.com/future-technology/gpt-3/
ā¢ 2019: Microsoft invests USD 1 Billion in OpenAI - multiyear partnership
https://techcrunch.com/2019/07/22/microsoft-invests-1-billion-in-openai-in-new-
multiyear-partnership/
ā¢ 2023: Microsoft and OpenAI extend partnership
https://blogs.microsoft.com/blog/2023/01/23/microsoftandopenaiextendpartnership/
ā¢ Blueprintsys ā State of RPA
https://www.blueprintsys.com/blog/blueprint-publishes-report-assessing-state-
robotic-process-automation
Appendix: Some links and sources that
were shared
