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Andreas Welsch

Chief AI Strategist at Intelligence Briefing

Philadelphia, PA, United States

Andreas Welsch is an internationally recognized Artificial Intelligence leader in the software industry with over 22 years of experience. Andreas has led regional business development teams for AI, built and led an AI Center of Excellence, and currently leads product marketing and go-to-market strategy for AI at SAP, the world’s leading business application provider. He has successfully managed stakeholder relationships with business leaders and technology teams across Fortune 500 companies in more than 80 innovation projects, and helped create an AI mindset across organizations — now extending to Generative AI.

Andreas is best known as the creator of the Intelligence Briefing series on LinkedIn and the popular “What’s the BUZZ?” live stream and podcast through which he helps current and future leaders implement AI with confidence. He is a frequent keynote speaker and guest on expert panels and podcasts about Artificial Intelligence (AI), Generative AI (e.g. ChatGPT), Robotic Process Automation (RPA), and Digital Transformation.

Recent awards and accomplishments include:
• LinkedIn Top Voice (invitation-only)
• Global AI Ambassador - SwissCognitive World Leading AI Network (2022 & 2023)
• Top 10 Thought Leader for Generative AI, Artificial Intelligence, RPA - Thinkers360
• Top 50 Thought Leader for Digital Transformation - Thinkers360
• Top 200 Business & Technology Innovators - Engatica
• LinkedIn Creator Accelerator Program member (1 of 120 nationally)
• Top AI Influencer - The Futurum Group
• AI Thought Leader & Coach - Global AI Hub
• Advisory Council Member - Harvard Business Review
• Gartner Peer Community Ambassador
• Global AI Excellence Awards Judge - The AI Journal
• AI Expert Advisor - SAPinsider
• Editorial Board of the Journal of AI, Robotics and Workplace Automation
• Member of National Speakers Association

Available For: Advising, Authoring, Consulting, Influencing, Speaking
Travels From: Philadelphia, PA
Speaking Topics: Generative AI, Artificial Intelligence, Process Automation, Innovation

Speaking Fee $10,000 (In-Person), $3,000 (Virtual)

Personal Speaking Website: www.intelligence-briefing.com
Andreas Welsch Points
Academic 10
Author 1036
Influencer 107
Speaker 82
Entrepreneur 80
Total 1315

Points based upon Thinkers360 patent-pending algorithm.

Thought Leader Profile

Portfolio Mix

Featured Videos

Speaker Reel - Keynotes & Panels
November 27, 2022
Speaker Reel - Podcasts
November 27, 2022

Featured Topics

Turn hype into outcome — AI literacy from top to bottom

AI is becoming more accessible and more pervasive. But there’s a gap!

The conversation around AI is still mainly a technical one - between technical experts and enthusiasts. And even after 6, 7 years of AI becoming more mature, we’re still seeing a gap in connecting this technology with business objectives. This gap largely exists because technologists tend to focus so much on technology rather than where and how it can be applied to deliver business value. The business community, however, experiences AI through Hollywood with either its futuristic or dystopian stories. Or they perceive it as the hype that they read about in the press or that they hear about from their peers. However, successful innovation and transformation go beyond pure technology aspects. And technology leaders and their teams ed to enable their business peers to understand the potential of artificial intelligence and automation in order to successfully harness the technology's benefits.

Make AI your business' superpower — No cape required

Artificial Intelligence is the revolutionary technology of our time. But, there’s more to it than just technology itself. Understanding where and how to use it is just as important. Unless you’re close to the topic of AI already, perception is heavily influenced by AI’s portrayal in pop culture and movies, and by the latest headlines. Neither one is particularly accurate or helpful in business.

While business leaders don’t have to be deep technical experts to apply AI, they need a foundational understanding of the potential that this technology holds for their team, department, division, and company. A strong focus on domain skills + AI prepares them to become the superhero of their AI story.

To trust or not to trust AI — Strategies for user adoption and change management

As organizations are automating more and more decision making in their business, leaders are faced with a key question: How can we ensure end-users accept AI-supported decision making and automation ? The answer to it is not trivial by any means. But research on trust in automation over the last 25+ years provides insights that can be turned into the guardrails of a successful AI program in business.

It all starts with understanding the levels of automation and extends to trust, adequate use of automation, and reliance on AI. In front of this backdrop of key findings, the pillars of successful AI projects and programs provide an actionable framework for increasing end-users‘ in AI and automation.

Company Information

Company Type: Company
Minimum Project Size: Undisclosed
Average Hourly Rate: Undisclosed
Number of Employees: Undisclosed
Company Founded Date: Undisclosed
Media Experience: 21
Last Media Training: 09/15/2020
Last Media Interview: 05/16/2023

Areas of Expertise

AI 43.32
Change Management
Generative AI 79.58
Cloud
Culture 30.14
Customer Experience
Digital Transformation 41.98
Emerging Technology 36.42
ERP 30.49
Future of Work 30.25
HR 30.20
Innovation 30.08
Leadership 30.22
RPA 72.32
Sustainability 30.17
NFT 35.83
Digital Disruption 30.10
Cybersecurity 30.27
Business Strategy 30.12
Design Thinking
Security 30.36
Management 30.15
Analytics 30.04

Industry Experience

Consumer Products
High Tech & Electronics
Oil & Gas

Publications

1 Academic Whitepaper
Decision support in the customer relationship lifecycle using machine learning
Digital Business Models Vol. 2 (Springer Vieweg)
January 01, 2019

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Tags: AI, Digital Transformation, Emerging Technology

2 Advisory Board Memberships
Global Excellence Awards 2023
AI Journal
July 01, 2023

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Tags: AI, Digital Transformation, Generative AI

Judge - Global Excellence Awards
The AI Journal
July 05, 2022

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Tags: AI, Digital Transformation, Emerging Technology

73 Article/Blogs
The Two Faces of AI: Empowering Hackers And Defenders Alike
Intelligence Briefing
March 19, 2024
The potential of Generative AI has become a cornerstone in the evolution of cybersecurity strategies. Its ability to democratize access to powerful computational tools ring in a new era of innovation, enabling smaller entities and individuals to partake in technological advancements previously reserved for well-funded organizations.

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Tags: AI, Digital Transformation, Generative AI

The False Impression Of Choice: Between Bias And Censorship In AI
Intelligence Briefing
March 13, 2024
The recent example makes it concrete: Google’s flagship model, Gemini, was overcorrecting for diversity, leading to backlash from political groups and tech experts. The story itself is already last week’s news, but the underlying issue is bigger than generating historically inaccurate images.

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Tags: AI, Digital Transformation, Generative AI

Generative AI's Culture Effect: Imposing American Worldviews And Overcorrecting Output
Intelligence Briefing
February 29, 2024
American culture and pop culture have influenced societies globally for decades. From music to movies, brands, and language. (“Cool, huh?”) But it pales in comparison to what is yet to come — and what is already here, thanks to Generative AI-driven language and image generation.

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Tags: AI, Digital Transformation, Generative AI

AI Literacy: The Key To Data Privacy And Ethical Innovation
Intelligence Briefing
February 20, 2024
On February 09, Bill Schmarzo (Professor & Author, Dean of Big Data) joined me on “What’s the BUZZ?” and talked about how leaders can prepare their business teams for Generative AI literacy. Despite its transformative role across educational, business, and ethical spheres, Generative AI is a tool. It accelerates research, fosters data literacy, and enhances decision-making processes, but it does not absolve humans using it from being responsible for ethical considerations and critical thinking

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Tags: AI, Digital Transformation, Generative AI

AI For Sustainability: Following In AI Ethics' Footsteps?
Intelligence Briefing
February 13, 2024
A few weeks ago, I recorded a livestream episode of “What’s the BUZZ?” together with Mark Minevich. Mark is an active AI leader, investor, founder and co-founder, and advisor to governments and government institutions. We talked about how AI can help create a sustainable future. And while we were “on the air”, I noticed something. It’s the motivation for writing this post.

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Tags: AI, Digital Transformation, Generative AI

Redefining Productivity In The Age Of AI: A New Paradigm For Success
Andreas Welsch
February 06, 2024
Helping your workforce become proficient in using AI is an important step toward broader adoption, but it doesn’t happen overnight. It requires planning and coordination, governance, and alignment. A central leadership role such as Head of Generative AI can facilitate the integration of AI technologies within the business. It is not merely about overseeing the deployment of AI tools but is fundamentally about reshaping the operational paradigms to prepare for a future enabled by AI

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Tags: AI, Digital Transformation, Generative AI

Why The Future Of AI Has To Be Sustainable
Andreas Welsch
February 03, 2024
On January 23, Mark Minevich (Chief Digital AI Strategist & Author) joined me on “What’s the BUZZ?” and shared how we can create a sustainable future with AI. AI has the potential to drive sustainability and human-centric advancement. But that requires responsible AI practices, focusing on privacy, bias, energy consumption, and alignment with UN SDG goals. AI programs and use cases in a business can contribute to the overarching goal of increased sustainability. But what does that mean for AI leaders working on AI implementations? Here is what we’ve talked about

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Tags: AI, Digital Transformation, Generative AI

Three Critical Skills For Generative AI Adoption In The Enterprise
Andreas Welsch
January 30, 2024
Whether it’s the statements of business leaders at the recent World Economic Forum or the general sentiment in the industry, 2024 is the year that Generative AI pilot projects will move into production. One way or another, these projects will have to deliver measurable business value beyond the fancy “art of the possible” and “what-if” type of proofs-of-concept seen in 2023.

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Tags: AI, Digital Transformation, Generative AI

Embracing Safety & Compliance: Navigating The EU AI Act
Andreas Welsch
January 24, 2024
On January 16, Andrea Isoni (Chief AI Officer) joined me on “What’s the BUZZ?” and shared how you can get your team ready for the EU AI Act. Regulation such as the AI Act is becoming the cornerstone for safe, fair, and innovative AI. But what are the core principles of this pivotal regulation, its impact on businesses and AI model complexity, and its far-reaching implications on international AI governance? Here is what we’ve talked about…

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Tags: AI, Digital Transformation, Generative AI

Generative AI In The Enterprise: Key Trends And Predictions For 2024 And Beyond
Andreas Welsch
January 20, 2024
On January 09, Daniel Faggella (Founder, Emerj Artificial Intelligence Research) joined me on “What’s the BUZZ?” and shared the big trends and predictions for Generative AI in the enterprise in 2024. The advent of Generative AI has ignited lots of excitement within the business world. While the hype surrounding this technology is undeniable, practical questions regarding its integration into enterprise operations linger. Where should AI leaders start and what do they need to stay on top of this year? Here is what we’ve talked about…

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Tags: AI, Digital Transformation, Generative AI

Understanding Generative AI's Impact On Sustainability
Andreas Welsch
January 16, 2024
As if getting our “triple-foam double-shot oat milk latte with caramel drizzle on top” wasn’t the biggest problem on our mind, we have a new first-world problem: AI-assisted image & video generation

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Tags: AI, Digital Transformation, Generative AI

Humans and AI: Designing Collaboration For A Better Future
Andreas Welsch
January 09, 2024
On December 14, Enrico Santus (Human-AI Collaboration Leader) joined me on “What’s the BUZZ?” and shared how you can design adaptive processes for human-AI collaboration. A critical question that frequently arises when discussing AI is whether AI will render humans obsolete. The answer is a resounding no. Instead of fearing the rise of the machines, we must embrace a future where humans and AI work together, not as rivals, but as synergistic partners

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Tags: Digital Transformation, Generative AI

AI Fluency For Leaders: Embrace The Future Of Business With AI Education
Andreas Welsch
January 06, 2024
AI is no longer a futuristic concept; it's a present-day necessity that businesses must embrace. But with this technology comes a web of confusion and misconceptions, especially among organizational leaders. Defining and implementing your AI strategy requires the careful alignment of opportunity, technology, and human ingenuity to shape a future-ready to harness the full potential of AI and data analytics. How can business leaders become fluent in AI?

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Tags: AI, Digital Transformation, Generative AI

Beyond The Buzz: Top AI Leadership Episodes To Kick Off Your 2024
Andreas Welsch
December 26, 2023
As we’re counting down the days until the new year, I keep thinking: What a year it has been!

From all the announcements and news bytes to the techno-optimism, doomsday narratives, and more. At the end of the day, it is up to those who lead AI initiatives in their business to determine what’s real, what’s needed, and what’s impactful.

To help you hear how others in the industry are addressing the topics that matter to AI leaders in business, I started the “What’s the BUZZ?” live stream and podcast. Over the past 42 episodes, the show has become truly global with a following that spans 60+ countries, episodes topping 1,200 viewers, and 30,000+ hours watched.

If you’re working on AI, the new year will be no less exciting than the current one! Pilot projects will move into production, new models and products will emerge, regulations will be passed, and lots of stories will hit the news.

“What’s the BUZZ?” will continue to be your trusted source for timely and relevant information. So you can lead AI in business — with confidence.

Don’t miss these AI thought leaders and experts live in January!

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Tags: AI, Digital Transformation, Generative AI

Top Perspectives On AI Leadership: What You’ve Missed In 2023
Andreas Welsch
December 23, 2023
As the year is winding down, it’s a great time to reflect and to catch up on the most impactful topics for AI leaders. This year has certainly been a whirlwind for anyone working on AI, trying to cover it, or understanding what it means in business. That’s why I’m super excited that “What’s the BUZZ?” has grown into a truly global show in 2023: Whether you are new in an AI leadership role or are looking to move into one, these insights will help you build your AI strategy and manage stakeholder relationships across the organization.

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Tags: AI, Digital Transformation, Generative AI

The Business-Savvy Data Scientist: A New Era For AI-Driven Decision Making
Andreas Welsch
December 11, 2023
In the rapidly evolving world of AI and business, bridging the gap between technical expertise and business acumen is crucial. Bridging the communication gaps between data scientists and business leaders requires a shared language and mutual understanding. Additionally, AI applications are to be practical and adaptable, aligning with the dynamic nature of business environments. What role do AI leaders play in helping the technical teams on this journey?

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Tags: AI, Digital Transformation, Generative AI

Preparing For A World Of AI Agents: From Automation to Autonomy
Andreas Welsch
December 05, 2023
Humans have historically performed tasks in a business themselves: forecasting demand, submitting orders, closing the books, etc. With the availability of business software since the 1960s, the level of automation and autonomy performing these tasks has been increasing. OpenAI’s GPTs are an early version of agents that achieve goals based on a user’s prompt and additional data that users can upload. From handling the most common customer service inquiries to chatting with your earnings transcript, GPTs are a good indicator of what’s to come as agent capabilities become more mature.

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Tags: AI, Digital Transformation, Generative AI

Guide Your LLM: Four Prompting Techniques For Better Results
Andreas Welsch
November 28, 2023
Industry experts agree that prompting will follow a similar trajectory as the move from Assembler to higher-level programming languages. It is one of the new skills that will be necessary in the short run and that will be replaced by easier-to-use methods and interaction with Generative AI models over time. For now, AI leaders and engineers still need to know the basics of prompting and how to achieve repeatable results for the lowest cost (aka number of tokens).

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Tags: AI, Digital Transformation, Generative AI

The Future Of AI: The Diverse Skills Needed To Solve Complex Business Challenges
Andreas Welsch
November 21, 2023
In the realm of Generative AI, there's a growing consensus that prompt engineering alone isn't sufficient, especially for professionals in AI consultancy. This perspective is becoming increasingly relevant in journalism and marketing research. Sole reliance on prompt engineering is too limited, especially for tasks that involve both structured and unstructured data, like form processing. The initial excitement around prompt engineering as a standalone skill is waning. What's needed instead is a diverse skill set that includes managing different data types and integrating AI solutions into existing pipelines and APIs. How can AI leaders prepare their teams?

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Tags: AI, Digital Transformation, Generative AI

Using Open Source Large Language Models: The Pros And Cons
Andreas Welsch
November 13, 2023
In the B2B sector, there are four main AI-powered applications. Summarization and Extension is all about condensing large texts into digestible highlights or expanding brief concepts into detailed content. This could apply to sales documents, marketing strategies, or any knowledge-intensive work. Search and Knowledge Retrieval is crucial for customer support chatbots, for example. It involves matching vast stored knowledge to customer inquiries. Digital Asset Creation where AI excels in generating various digital contents like videos, images, and texts, an essential tool for sales and marketing. Lastly, Code Generation is making simpler to analyze customer data and CRM tools through LLMs and code, converting natural language queries into SQL or Python code to extract valuable insights like top-selling products.

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Tags: AI, Future of Work, Generative AI

An Agent For Every Person: Why Just One Won’t Do
Andreas Welsch
November 07, 2023
Large Language Models (LLM) have been trained on vast amounts of text from the internet and can generate output based on that information. To stay with text as an example, common tasks include generating/ summarizing/ translating it. But text is not just limited to language that you and I communicate in; it also includes communicating with systems and applications through software code. And that’s where it gets interesting.

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Tags: AI, Future of Work, Generative AI

Fresh Data And Context For Your LLM: Retrieval Augmented Generation
Andreas Welsch
October 31, 2023
Retrieval Augmented Generation (RAG) and fine-tuning are two key concepts for providing Large Language Models (LLM) access to new data, for example your company’s travel and procurement policies, or other business data. RAG offers cost efficiency and reduced technical complexity compared to fine-tuning. But every choice comes with trade-offs. What are they and what do AI leaders need to know about RAG?

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Tags: AI, Digital Transformation, Generative AI

We've Got You Covered: Big Tech's Generative AI Indemnification Protection
Andreas Welsch
October 24, 2023
Technology innovations have always allowed us to do things we haven’t been able to do before — Generative AI is no different. What makes this technology unique compared to previous innovations, is its ability to generate information: text, image, audio, video, and even turn one kind of media into another. But even more importantly, it is the rapid pace with which Generative AI is progressing. And that can create a problem, especially when laws do not evolve at the same pace — and technology infringes upon the rights of individuals.

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Tags: AI, Digital Transformation, Generative AI

The Transformational Role Of The Chief AI Officer: Does Your Business Need One?
Andreas Welsch
October 18, 2023
he role of CAIO is no longer a futuristic concept but a transformative force in today's businesses. As gatekeepers of both technological innovation and human capital, CAIOs are redefining what it means to be a leader in the rapidly evolving landscape of AI. What aspects does this emerging role entail?

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Tags: AI, Generative AI, Leadership

Make Your LLM Smarter: A Grounding Experience
Andreas Welsch
October 10, 2023
Large Language Models (LLM) that you use “off-the-shelf” create pretty generic output. That’s the going assumption. While it is true for a lot of use cases and it depends on your ability to craft an effective prompt, it’s also similar to the difference between having access to just grammar books and having access to domain-specific textbooks and news on top of that. Find out how you can give your LLM more context for better output.

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Tags: AI, Digital Transformation, Generative AI

2 Author Newsletters
Beyond The Glass Ceiling: Navigating Career Opportunities For Women In Tech
Intelligence Briefing
April 16, 2024
Gender diversity is critical in data and AI, but women are significantly underrepresented in this field today. With AI becoming a ubiquitous part of our daily lives, the teams behind this technology must reflect the global population's diversity. The current gender imbalance not only skews the economic prosperity towards a predominantly male demographic but also limits the scope of innovation.

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Tags: Digital Transformation, Generative AI

Humans and AI: Designing Collaboration For A Better Future
Intelligence Briefing
January 09, 2024
Human-AI collaboration transcends mere automation. It's about harnessing the unique strengths of both humans and machines to achieve unparalleled adaptability and efficiency. AI shouldn't replace humans, but rather, augment their capabilities. Humans excel at creative tasks, grasping context, and applying empathy, while AI excels at repetitive, data-driven analysis. This synergy unlocks a new level of problem-solving.

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Tags: Analytics, Digital Transformation

1 Conference Publication
The Impact of CV Recommender Systems on Procedural Justice in Recruiting: An Experiment in Candidate Selection
European Conference on Information Systems
May 01, 2021
Due to the increasing amount of digitally available applicant information recruiters have difficulties to manage applications through manual recruiting practices. Using CV recommender systems in the selection phase supports recruiters in identifying the most suitable candidates by computing the similarity between a candidate’s profile and job requirements. While recent research has mainly focused on technical improvements, we seek to gain more insights about human-algorithm interactions in recruiting. Our study aims to examine what impact the use of a CV recommender system has on procedural justice in the selection process. Through an experimental set-up with 74 recruiters from 22 multinational companies, our study shows that the incorporation of a CV recommender system helps recruiters to ensure the rule of consistency and bias suppression in the selection phase. Thus, our quantitative results indicate that CV recommender systems can have an impact on procedural justice in candidate selection.

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Tags: AI, Digital Transformation, HR

1 Founder
Intelligence Briefing
Intelligence Briefing
October 01, 2022
Help leaders get results by implementing AI with confidence.

Become the hero of your AI story — cape required. Just curiosity.

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Tags: AI, Digital Transformation, RPA

1 Industry Council Member
Gartner Peer Community Ambassador
Gartner
March 01, 2023

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Tags: AI, Generative AI, RPA

2 Influencer Awards
Top AI Influencer of 2023
The Futurum Group
December 18, 2023
One of the best ways to stay informed about the “ground truth” of AI evolution is to listen to and read what the experts are saying and thinking. In my view, that means seeking out a collection of individuals that think about AI from different perspectives:

Technical: Thinkers who focus on AI technology itself; what it can do
Business: Thinkers who focus on how AI technology is best used in businesses
Responsible: Thinkers who focus on how AI technology should be used; guardrails for safe use

You are interested in understanding best practices of an enterprise that has successfully operationalized AI. Welsch has been a pioneer of AI influencers, writing and podcasting with AI guidance for a few years. Leaning both on SAP’s successful journey in operationalizing AI and a wide range of experts, Andreas delivers very practical AI advice and education.

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Tags: AI, Education

World’s Top 200 Business & Technology Innovator
engatica
February 20, 2023
Meet the game-changers of tech and business. These innovators are breaking limits and leading the way to a brighter future. With their bold perspectives and willingness to take risks, they're changing the world.

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Tags: AI

3 Keynotes
Focusing on Product Mindset to Creat AI Literacy
WOW AI
September 29, 2022
Opening keynote for 10,000+ global, virtual event

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Tags: AI, Digital Transformation, Future of Work

Intelligente Technologien für Ihr Unternehmen (German only)
DSAG
June 28, 2021
Keynote for DSAG (German-speaking SAP user group)

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Tags: AI, Digital Transformation, RPA

Intelligent Automation for Finance
SAP
September 18, 2020
Keynote "From Digital to Autonomous - Be ready for the next big thing" at SAP's premier event for the Finance & Risk expert community (200+ attendees)

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Tags: AI, Digital Transformation, RPA

4 Media Interviews
Unlocking the value of Generative AI in SAP Cloud Solutions
VNSG
January 26, 2024
Generative AI has firmly established its value with a versatile set of applications and is rapidly realizing its potential of elevating business outcomes. At recent events of SAP SAPPHIRE 2023, a central theme was the transformative power of Business AI, where SAP showcased seamless integration of generative AI in their cloud portfolio.

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Tags: AI, Digital Transformation, Generative AI

CIOs Must Make Call on AI-Based App Development
InformationWeek
March 20, 2023
Andreas Welsch, vice president and head of marketing and solution management for artificial intelligence at SAP, says building AI-enabled applications in-house requires a paradigm shift and mindset shift in the way business and technology teams approach application development.

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Tags: AI, Digital Transformation, ERP

Generative AI: Why you business should care
engatica
February 24, 2023
In today's episode of the engatica interview series, we have Andreas Welsch, Chief AI Strategist at Intelligence Briefing on the show! We talk about why your business should care about generative AI and so much more…

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Tags: AI, Digital Transformation, Generative AI

AI Acceptance in Business
WOW Ai
August 25, 2022
Interview with David Churbuck

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Tags: AI, Digital Transformation, Emerging Technology

9 Miscellaneouss
Artificial Intelligence in the world of enterprise software and its role in ERP systems
Lasse Rindom
January 04, 2024
You get Andreas’ expertise on how AI is transforming these systems, enhancing efficiency, and creating new opportunities in business processes. And their reflections on the broader challenges and implications of AI in the business sector.

In the company of Lasse and Andreas you get the chance to explore topics as:
The integration of AI in SAP and ERP systems.How AI is transforming business processes and decision-making.The challenges and future potential of AI within enterprise software environments.Tune in to this episode for a comprehensive exploration of AI's impact on enterprise systems and business processes, guided by Andreas Welsch's expert insights.

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Tags: AI, ERP, Generative AI

Podcast: Turn hype into outcome with Artificial Intelligence
MindSpeaking
September 17, 2022

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Tags: AI, Digital Transformation, Leadership

Podcast: Your Guide to Success with Automation and AI
Techforce AI
September 15, 2022

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Tags: AI, Digital Transformation, RPA

Podcast: Accelerating Business Outcomes with Automation
ISG
July 01, 2022
A 360 degree update on:

— SAP’s approach to automating business processes with AI & RPA

— How SAP brings AI capabilities to life to:
* automate creating sales orders,
* accelerate accounts receivables, and
* reduce manual purchase order approvals

— How AI & automation have evolved in recent years and what’s ahead

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Tags: AI, Digital Transformation, RPA

Podcast: What’s new with SAP AI?
Raghu Banda
May 27, 2022
Learn about five key themes:
- Role of AI in business
- AI embedded in SAP business applications
- Transformative intelligence in end-to-end business processes
- Capabilities of intelligent business processes
- Daily information to set up and scale your AI program

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Tags: AI, Digital Transformation, ERP

Podcast: Streamline current and future projects with SAP AI solutions
HiveNation
April 01, 2022
Learn how implementing the latest artificial intelligence solutions in SAP can streamline your current and future projects.

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Tags: AI, Digital Transformation, ERP

Podcast: AI Culture Change in the Enterprise
Emerj
November 03, 2021
Focus: How to shape an “AI mindset” across your organization — and what others can learn & apply from SAP’s journey

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Tags: AI, Culture, Digital Transformation

Podcast: Intelligente Prozesse im Unternehmen (German only)
SAP
February 23, 2021

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Tags: AI, Digital Transformation, ERP

Podcast: Automate that!
SAP
October 05, 2020

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Tags: AI, Digital Transformation, RPA

1 Miscellaneous
Editorial Board — Journal of AI, Robotics & Workplace Automation
Henry Stewart Publications
April 16, 2023
Journal of AI, Robotics & Workplace Automation is the major new professional and academic journal for all those involved in researching and applying artificial intelligence and related, often complementary, techniques or technologies for automating tasks and processes within organisations.

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Tags: AI, RPA, Generative AI

7 Panels
Web 3.0 Generative AI and Synthetic Data Application
Transatlantic AI eXchange
June 08, 2023

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Tags: AI, Emerging Technology, Generative AI

Organizational Readiness for Artificial Intelligence
ACT-IAC
May 18, 2023
Some highlights:
- Emerging tools like ChatGPT can help increase productivity (such as drafting or summarizing content), but BEWARE of hallucinations. (Wait, you didn't testify before Congress?!?)
- You still need a "human in the loop" and will want to prepare your organizations with data and AI literacy programs. 
- AI needs good data but we still have barriers (such as siloed data).
- Biased inputs can lead to biased outputs.
- Just because you can doesn't mean you should. 

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Tags: AI, Generative AI, Emerging Technology

Redefining Business Performance with Generative AI
SwissCognitive
March 28, 2023

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Tags: AI, Digital Disruption, Generative AI

Putting Machine Learning Models to Work in Your Organization
TDWI
October 19, 2022

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Tags: AI, Digital Transformation, Emerging Technology

AI/ML Adoption Obstacles
WOW AI
September 29, 2022
What are current and common obstacles to adoption of AI in enterprises? And how can business leaders overcome these hurdles?

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Tags: AI, Digital Transformation, Innovation

AI in Manufacturing
Technology Magazine
June 23, 2022

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Tags: AI, Digital Transformation, Innovation

How to set up an AI Center of Excellence
SwissCognitive
March 15, 2022
Experts and leaders exchanging about the key components of Setting up an AI Centre of Excellence that lay the foundations for strategic scaling and industrialization.

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Tags: AI, Culture, Digital Transformation

59 Podcasts
Empower Women To Thrive In Data & AI (Guest: Sadie St Lawrence)
Import from wordpress feed
April 07, 2024
In this episode, Sadie St. Lawrence (Founder of Women in Data & Human-Machine Collaboration Institute) and Andreas Welsch discuss how leaders can empower women to thrive in Data & AI. Sadie shares her story in data and data science and provides valuable tips for listeners looking to increase

Tags: AI, Digital Transformation, Generative AI

Supercharge Your Retrieval Augmented Generation (RAG) App With A Knowledge Graph (Guest: Anthony Alcaraz)
Import from wordpress feed
March 17, 2024
In this episode, Anthony Alcaraz (Chief Product Officer) and Andreas Welsch discuss supercharging your Retrieval Augmented Generation (RAG) application with a knowledge graph. Anthony shares his experience expanding Generative AI applications and large language models and provides valuable tips for

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Tags: AI, Digital Transformation, Generative AI

Strengthen Your Cybersecurity Against Generative AI Hackers (Guest: Carly Taylor)
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March 10, 2024
In this episode, Carly Taylor (Director of Franchise Security Strategy, Activision/ Call of Duty) and Andreas Welsch discuss strengthening your security against Generative AI hackers. Carly shares examples of Generative AI's use to aid black hat and white hackers in their cat-and-mouse game. Ca

Tags: AI, Digital Transformation, Generative AI

Strengthen Your Security Against Generative AI Hackers (Guest: Carly Taylor)
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March 10, 2024
In this episode, Carly Taylor (Director of Franchise Security Strategy, Activision/ Call of Duty) and Andreas Welsch discuss strengthening your security against Generative AI hackers. Carly shares examples of Generative AI's use to aid black hat and white hackers in their cat-and-mouse game. Ca

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Tags: AI, Digital Transformation, Generative AI

Improve Your User Experience With Generative AI (Guest: T. Scott Clendaniel)
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February 25, 2024
In this episode, T. Scott Clendaniel (VP & AI Instructor, Analytics-Edge) and Andreas Welsch discuss improving your user experience with Generative AI. Scott shares his perspective on making business applications more accessible with AI and provides valuable tips for listeners looking to get mor

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Tags: AI, Digital Transformation, Generative AI

Prepare Your Business Teams For Generative AI (Guest: Bill Schmarzo)
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February 18, 2024
In this episode, Bill Schmarzo (Professor & Author, Dean of Big Data) and Andreas Welsch discuss preparing your business team for Generative AI. Bill shares his learnings from teaching business teams about data literacy and provides valuable insight) for listeners looking to help their stakehold

Tags: AI, Digital Transformation, Generative AI

Stay On Top Of Generative AI Industry News (Guest: Conor Grennan)
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February 05, 2024
In this episode, Conor Grennan (Dean of Students, MBA Program & Head of Generative AI, NYU Stern School of Business) and Andreas Welsch discuss how you can stay on top of Generative AI industry news. Conor shares his insights on learning about Generative AI and provides valuable advice for liste

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Tags: AI, Digital Transformation, Generative AI

Stay On Top Of Generative AI Industry News (Guest: Conor Grennan)
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February 04, 2024
In this episode, Conor Grennan (Dean of Students, MBA Program & Head of Generative AI, NYU Stern School of Business) and Andreas Welsch discuss how you can stay on top of Generative AI industry news. Conor shares his insights on learning about Generative AI and provides valuable advice for liste

Tags: AI, Digital Transformation, Generative AI

Create A Sustainable Future With Generative AI (Guest: Mark Minevich)
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January 28, 2024
In this episode, Mark Minevich (Chief Digital AI Strategist & Author) and Andreas Welsch discuss creating a sustainable future with AI. Mark shares his perspective on using artificial intelligence that serves our planet and provides valuable advice for listeners looking to align their AI initiat

Tags: AI, Digital Transformation, Generative AI

Get Your Business Ready For The E.U. AI Act (Guest: Andrea Isoni)
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January 21, 2024
In this episode, Andrea Isoni (Chief AI Officer) and Andreas Welsch discuss how you can prepare for the E.U. AI Act. Andrea shares his insights on the upcoming regulation as well as AI-related ISO certifications and provides valuable insights for listeners looking to better understand the impact of

Tags: AI, Digital Transformation, Generative AI

Generative AI In The Enterprise — Trends & Predictions (Guest: Daniel Faggella)
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January 14, 2024
In this episode, Daniel Faggella (Founder, Emerj Research) and Andreas Welsch discuss the big trends and predictions for Generative AI in the enterprise. Daniel shares his insights on Generative AI and provides valuable advice for listeners looking to implement AI in business this yearKey topics:- A

Tags: AI, Digital Transformation, Generative AI

Designing Human-AI Collaboration For Adaptable Processes (Guest: Enrico Santus)
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January 07, 2024
In this episode, Enrico Santus (Human-AI Collaboration Leader) and Andreas Welsch discuss designing human-AI collaboration for adaptive processes. Enrico shares his experience in balancing the strengths of humans and AI for optimal results in business processes by gaining trust and sharing a long-te

Tags: AI, Digital Transformation, Generative AI

Increase Business Leaders’ AI Fluency (Guest: Laks Srinivasan)
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December 26, 2023
In this episode, Laks Srinivasan (Founder of Institute for Return on AI) and Andreas Welsch discuss how technology leaders can help their business counterparts develop AI literacy. Laks shares his insights on working with leadership teams and provides valuable advice for listeners looking to help th

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Tags: AI, Digital Transformation, Generative AI

Teach Your Data Scientists About The Business (Guest: Mark Stouse)
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December 10, 2023
In this episode, Mark Stouse (CEO, Proof Analytics) and Andreas Welsch discuss teaching your data scientists about the business. Mark shares his perspective on connecting data science & AI teams with their peers in the business and provides valuable advice for listeners looking to bridge communi

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Tags: AI, Digital Transformation, Generative AI

Build Your AI Team With These Roles (Guest: Keith McCormick)
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November 19, 2023
In this episode, Keith McCormick (Executive Data Scientist) and Andreas Welsch discuss the key roles to focus on when building your AI team. Keith shares his expertise on Generative AI, Artificial Intelligence, and Machine Learning and provides valuable insight) for listeners looking to support thei

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Tags: AI, Digital Transformation, Generative AI

Build Generative AI Applications With Open Source Tech (Guest: Tobias Zwingmann)
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November 12, 2023
In this episode, Tobias Zwingmann (AI Advisor & Author) and Andreas Welsch discuss building Generative AI applications with Open Source technology. Tobias shares his example) on weighing proprietary against open source technology for large language models and provides valuable advice for listene

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Tags: AI, Digital Transformation, Generative AI

Augment Your Generative AI Model With New Data (Guest: Harpreet Sahota)
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October 29, 2023
In this episode, Harpreet Sahota (Developer Relations Expert) and Andreas Welsch discuss augmenting your Generative AI model with new data. Harpreet shares his insights on going beyond the limitations of off-the-shelf Large Language Models (LLM) and provides valuable advice for listeners looking to

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Tags: AI, Digital Transformation, Generative AI

Grow Your Chief AI Officer Role (Guest: Matt Lewis)
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October 15, 2023
In this episode, Matt Lewis (Chief AI Officer) and Andreas Welsch discuss how you can grow your Chief AI Officer (CAIO) role. Matt shares his journey on transitioning from CDAO to CIAO and provides valuable advice for listeners aspiring to grow into an AI leadership role.Key topics:- Why do you need

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Tags: AI, Digital Transformation, Generative AI

Secure Your LLM Against Common Vulnerabilities (Guest: Steve Wilson)
Andreas Welsch
October 03, 2023
In this episode, Steve Wilson (Project Leader, OWASP Foundation) and Andreas Welsch discuss securing your Large Language Model against common vulnerabilities. Steve shares his findings from co-authoring the OWASP Top 10 on LLMs report and provides valuable advice for listeners looking to improve the

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Tags: AI, Digital Transformation, Generative AI

Keep Your Business Relevant With Generative AI (Guest: Ted Shelton)
Andreas Welsch
September 19, 2023
In this episode, Ted Shelton (Management Consulting Leader, AI & Automation) and Andreas Welsch discuss keeping your business relevant with generative AI. Ted shares his insights on working C-Suite executives to incorporate AI in their business strategy and provides valuable advice for listeners

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Tags: AI, Digital Transformation, Generative AI

Automate Your Job With Generative AI — Fact vs. Fiction? (Guest: Eric Fraser)
Andreas Welsch
September 05, 2023
In this episode, Eric Fraser (Culture Change Executive) and Andreas Welsch discuss automating your job with generative AI. Eric shares the key learnings from his experiment leveraging generative AI and machine learning to automate his sales management role and provides valuable insights for listener

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Tags: AI, Digital Transformation, Generative AI

Upskill Your Product Team For Generative AI (Guest: Supreet Kaur)
Andreas Welsch
August 29, 2023
In this episode, Supreet Kaur (AI Product Evangelist) and Andreas Welsch discuss upskilling your product teams on generative AI. Supreet shares learnings on continuously expanding her skillset as a product manager and provides valuable advice for listeners looking to incorporate generative AI into their product management skillset.

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Tags: AI, Digital Transformation, Generative AI

Upskill Your Product Team On Generative AI (Guest: Supreet Kaur)
Andreas Welsch
August 22, 2023
In this episode, Supreet Kaur (AI Product Evangelist) and Andreas Welsch discuss upskilling your product teams on generative AI. Supreet shares learnings on continuously expanding her skillset as a product manager and provides valuable advice for listeners looking to incorporate generative AI into t

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Tags: AI, Digital Transformation, Generative AI

Get Funding For Your AI Projects With Storytelling (Guest: Scott Taylor)
Andreas Welsch
August 08, 2023
In this episode, Scott Taylor (The Data Whisperer, MetaMeta Consulting) and Andreas Welsch discuss getting funding for your AI projects. Scott Taylor shares his perspective on structuring a compelling story and provides valuable advice for listeners looking to get their senior leadership's attention on pursuing AI projects.

Key topics:
- Use storytelling to get your senior leadership’s attention and support
- Prevent common mistakes technologists make and focus on the outcome instead of the process
- Structure your AI pitch based on the AIDA (Attention, Interest, Desire, Action) framework

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Tags: AI, Generative AI, Leadership

Putting AI Ethics Into Practice (Guest: Reid Blackman)
Andreas Welsch
July 25, 2023
In this episode, Reid Blackman (Author of “Ethical Machines”) and Andreas Welsch discuss how leaders can put their AI ethics guidelines into practice. Reid shares his perspective on going beyond just AI policies and provides valuable advice for listeners looking to incorporate AI ethics from start to finish.

Key topics:
- Lead with AI Ethics
- Asses bias & explainability
- Define & operationalize your AI Ethics policy

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Tags: AI, Digital Transformation, Generative AI

1 Profile
Global AI Ambassador
SwissCognitive
July 05, 2022
Selected as 1 of 13 newly added Global AI Ambassadors in 2022 by SwissCognitive

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Tags: AI, Digital Transformation, Emerging Technology

2 Speaker Bureau Listings
Prophets of AI
Prophets of AI
January 01, 2024
Andreas Welsch, a distinguished luminary in the field of artificial intelligence, stands as a globally recognized leader in the software industry. With an illustrious career spanning over two decades, his expertise extends beyond the realms of conventional tech, delving into the profound and intricate world of AI. In an era where AI is both lauded as a game-changer and feared as a job eliminator, Welsch emerges as a guiding light, illuminating the path towards leveraging AI for tangible, transformative outcomes.

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Tags: AI, Digital Transformation, Generative AI

eSpeakers
eSpeakers
January 01, 2024
Award-winning thought leader & expert who empowers leaders to bring AI into their organizations — with confidence. Globally recognized for humanizing AI & inspiring cross-functional teams in business.

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Tags: AI, Digital Transformation, Generative AI

3 Speaking Engagements
Leaders Who Care Podcast
Leaders Who Care
January 30, 2024

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Tags: AI, Generative AI, Leadership

Should your business chase generative AI?
Monday Morning Data Chat
July 10, 2023

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Tags: AI, Digital Transformation, Generative AI

Fast Tracking AI for Enterprise
Manny Bernabe Show
January 27, 2022

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Tags: AI, Culture, Digital Transformation

1 Steering Committee Membership
Judge - WOW AI Worldwide AI Hackathon 2023
WOW AI DAO
February 01, 2023
Worldwide AI Hackathon is a flagship event co-hosted by Wow AI and Transatlantic AI eXchange as a part of the WowDAO (the 1st decentralized autonomous organization for the AI community) in which talented teams of students from top universities, developers, AI enthusiasts from global corporations as well as early-stage AI startups to compete designed by top AI thought-leaders and AI executives.

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Tags: AI, Generative AI, NFT

261 Videos
Drive Sustainability And Energy Efficiency With AI Leadership (Guest: Philippe Rambach)
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April 19, 2024

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Tags: AI, Digital Transformation, Generative AI

How women in data & AI careers move up! #woman #ai #career #shorts
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April 18, 2024

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Tags: AI, Digital Transformation, Generative AI

How Can Leaders Empower Women In Data & AI? (Guest: Sadie St. Lawrence)
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April 17, 2024

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Tags: AI, Digital Transformation, Generative AI

How Can Leaders Guide Their Team's AI Journey? (Guest: Bernard Marr)
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April 15, 2024

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Tags: AI, Digital Transformation, Generative AI

When do you use fine-tuning vs. RAG? #ai #rag #llms #generativeai #shorts
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April 14, 2024

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Tags: AI, Digital Transformation, Generative AI

Where Do Career Opportunities Stall For Women In AI? (Guest: Sadie St. Lawrence)
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April 13, 2024

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Tags: AI, Digital Transformation, Generative AI

Go Beyond Quick-Win Use Cases For Generative AI (Guest: Randy Bean)
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April 12, 2024

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Tags: AI, Digital Transformation, Generative AI

Why Do We Need Biodiversity In Data And AI? (Guest: Sadie St. Lawrence)
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April 12, 2024

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Tags: AI, Digital Transformation, Generative AI

Why upskilling your team on AI can’t neglect this! #ai #generativeai #learning #chatgpt #shorts
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April 11, 2024

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Tags: AI, Digital Transformation, Generative AI

What Is In-Context Learning In AI? (Guest: Anthony Alcaraz)
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April 10, 2024

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Tags: AI, Digital Transformation, Generative AI

How Can Leaders Embrace AI In Their Organization? (Guest: Bernard Marr)
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April 09, 2024

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Tags: AI, Digital Transformation, Generative AI

Why Do You Need Diverse Stakeholders For AI? (Guest: Bill Schmarzo)
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April 08, 2024

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Tags: AI, Digital Transformation, Generative AI

What's The Best Way To Learn About ChatGPT? (Guest: Conor Grennan)
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April 06, 2024

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Tags: AI, Digital Transformation, Generative AI

The cybersecurity risk you didn’t expect? #ai #generativeai #cybersecurity #shorts
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April 04, 2024

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Tags: AI, Digital Transformation, Generative AI

Why Does Sustainability Matter For AI? (Guest: Mark Minevich)
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April 03, 2024

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Tags: AI, Digital Transformation, Generative AI

Prepare For A Future Of Converging Technologies And AI (Guest: Bernard Marr)
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April 03, 2024

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Tags: AI, Digital Transformation, Generative AI

How Can AI Leaders Create An Inclusive Culture? (Guest: Sadie St. Lawrence)
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April 01, 2024

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Tags: AI, Digital Transformation, Generative AI

How Fast Is Cybersecurity Adopting AI? (Guest: Carly Taylor)
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April 01, 2024

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Tags: AI, Digital Transformation, Generative AI

How will AI change how we work? #artificialintelligence #agents #generativeai #ai #shorts
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March 30, 2024

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Tags: AI, Digital Transformation, Generative AI

Increase Engagement For Responsible AI Programs — What's the BUZZ? (Guest: Elizabeth Adams)
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March 28, 2024

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Tags: AI, Digital Transformation, Generative AI

How Can You Get Support For Using AI In Business? (Guest: Conor Grennan)
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March 28, 2024

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Tags: AI, Digital Transformation, Generative AI

Why Data-Driven Is Not What It Sounds Like? (Guest: Mark Stouse)
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March 27, 2024

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Tags: AI, Digital Transformation, Generative AI

How Are Knowledge Graphs Used In Business? (Guest: Anthony Alcaraz)
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March 25, 2024

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Tags: AI, Digital Transformation, Generative AI

Why Does Sustainability Matter For AI?
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March 21, 2024

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Tags: AI, Digital Transformation, Generative AI

What's The Most Critical Skill On An AI Team? (Guest: Keith McCormick)
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March 21, 2024

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Tags: AI, Digital Transformation, Generative AI

2 Videos
What should leaders ask before starting an AI project?
Digital Excellence Institute
February 22, 2023

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Tags: AI, Generative AI, Digital Transformation

How can leaders get better outcome with AI?
Digital Excellence Institute
February 22, 2023

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Tags: AI, Emerging Technology, Generative AI

9 Webinars
Revelations from 30 AI Visionaries About Generative AI's Future in Business
Packt Publishing
October 11, 2023
Join us in this captivating session where we distill insights from interviews with 30 AI leaders featured on the 'What’ s the BUZZ?' — AI in Business podcast, hosted by Andreas Welsch.

In just 20 minutes, Andreas will unveil 5 game-changing techniques derived from these conversations. These battle-tested best practices, tailored for both tech professionals and leaders, promise to save you countless hours and iterations in your Generative AI endeavors.

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Tags: AI, Digital Transformation, Generative AI

Worldwide AI Hackathon Winners Presentation – Generative AI Applications
WOW AI
September 28, 2023
Moderating the pitch session as part of the WOW AI Hackathon.

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Tags: AI, Digital Transformation, Generative AI

AI Adoption for Enterprises (Digital Leader Show)
The Institute for RPA & AI
February 22, 2023
Each week, we explore some of the key issues defining our ongoing transformation into digital enterprises and societies. Join us for a unique, unfiltered discussion of business and social leadership at the intersection of technology and the humanities, helping you to become a Digital Leader.

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Tags: AI, RPA, Generative AI

Crafting an AI strategy for your business
Ray Villalobos
February 09, 2023
Artificial Intelligence is permeating every aspect of our culture, and if you’re not thinking of how to incorporate it into your business, you’re not positioning your business for success. With AI evolving daily, how do you craft an AI strategy for a moving target with technology, ethics and legal implications?

Join us as we welcome Andreas Welsch, an internationally recognized AI leader with over 21 years of experience. Andreas led business development teams for AI, built and led an AI Center of Excellence, and is the Creator of the Intelligence Briefing series on LinkedIn.

He successfully managed stakeholder relationships with senior business leaders and technology teams across Fortune 500 companies in more than 80 innovation projects, and has helped create an AI mindset across organizations.

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Tags: AI, Digital Transformation, Generative AI

Go beyond the Rules of Automation with AI and Citizen Development
SAP
October 26, 2022

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Tags: AI, Digital Transformation, RPA

What is an AI Mindset? And why do you need one
Naviant
April 01, 2022

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Tags: AI, Culture, Digital Transformation

AI for every customer
SAPinsider
March 03, 2022
SAP Enterprise Architect Global Summit 2022:

What are best practices for implementing AI in the enterprise?
Which AI capabilities are available from SAP across all products today?

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Tags: AI, Digital Transformation, ERP

Enterprise AI — injecting AI into business processes supported by enterprise applications
Bitkom
April 30, 2021

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Tags: AI, Digital Transformation, ERP

Bringing Intelligence to the UX
SAP
October 01, 2020

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Tags: AI, Digital Transformation, ERP

1 Workshop
Success with ChatGPT & Co.
Andreas Welsch
February 19, 2024
Workshop at Potter Electric Signal Co.'s annual business development conference on the use of Generative AI for increased productivity.

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Tags: AI, Digital Transformation, Generative AI

Thinkers360 Credentials

11 Badges

Radar

1 Prediction
Generative AI in 2024

Date : October 16, 2023

We will see the first commercially available generative AI-based agents that can accomplish goals based on a user-defined goal. These agents will be able to determine the steps needed to accomplish their goal, write and execute code, and connect to available APIs. They will go further where experimental frameworks and research papers stop, and provide a first glimpse at the true potential of generative AI that understands a user's intent and is able to translate that into actionable steps.

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Blog

1 Article/Blog
An Introduction to Risk Levels in the E.U. AI Act
Thinkers360
January 01, 2023

2023 will bring more discussions on regulating AI. A prime example to get more familiar with is the E.U. AI Act. It outlines 4 types of risks and classifies them. In this post, we will take a look at what each of these risk types are.

The European Union’s AI Act’s “

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Tags: AI, Digital Transformation, Emerging Technology

Opportunities

1 Keynote
BOOK NOW for 2023 - Share your business leaders' understanding of AI

Location: Virtual    Date Available: December 15th, 2023     Fees: 3500

Submission Date: November 26th, 2022     Service Type: Service Offered

(60 minute keynote / Dates flexible / U.S. time zones preferred / Content will be tailored to your specific needs)

AI is becoming more accessible and more pervasive. But there’s a gap!

The conversation around AI is still mainly a technical one - between technical experts and enthusiasts. And even after 6, 7 years of AI becoming more mature, we’re still seeing a gap in connecting this technology with business objectives. This gap largely exists because technologists tend to focus so much on technology rather than where and how it can be applied to deliver business value. The business community, however, experiences AI through Hollywood with either its futuristic or dystopian stories. Or they perceive it as the hype that they read about in the press or that they hear about from their peers. However, successful innovation and transformation go beyond pure technology aspects. And technology leaders and their teams ed to enable their business peers to understand the potential of artificial intelligence and automation in order to successfully harness the technology's benefits.

Respond to this opportunity

1 Panel
BOOK NOW for 2023 - Panel discussion

Location: Virtual    Date Available: December 15th, 2023     Fees: 3000

Submission Date: November 27th, 2022     Service Type: Service Offered

Dates flexible / U.S. time zones preferred

Topics:
* Artificial Intelligence
* AI Programs & Governance in Business
* Digital Transformation
* Responsible AI
* Robotic Process Automation
* Trust in Automation

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