Explorez tous les épisodes du podcast What’s the BUZZ? — AI in Business
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Titre
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Teaching AI Agents Ethical Behavior (Rebecca Bultsma)
20 Dec 2025
00:15:56
Can you trust an AI agent to act in line with your values — and who’s responsible when it doesn’t?
In this episode, Andreas Welsch talks with AI ethics consultant Rebecca Bultsma about the pitfalls of rushing AI agents into business workflows and practical steps leaders should take before handing autonomy to software. Rebecca draws on her early ChatGPT experiments and academic work in data & AI ethics to explain why generative AI raises fresh ethical risks and how organizations can reduce harm.
What you’ll learn:
Why generative AI and agents amplify old AI ethics problems (bias, hidden assumptions, and Western-centric worldviews).
Why you should build internal understanding first: experiment with low-stakes, traceable use cases before deploying public agents.
The importance of audit trails, explainability, and oversight to trace decisions and assign accountability when things go wrong.
Practical red flags: agents that transact autonomously, weak logging, and complacency about vendor claims.
A legal reality check: new laws (like California’s chatbot rules) are emerging and could increase liability for organizations that deploy chatbots or agents prematurely.
The top takeaways:
Learn by experimenting personally and internally in your organization to discover where agents fail.
Start small with low-stakes, narrowly scoped tasks you can monitor and audit.
Don’t rush; rather, observe others' failures, train your people, and build governance before going public.
If you’re a leader evaluating agents or responsible for AI governance, this episode gives clear, actionable advice for keeping your organization out of the headlines for the wrong reasons. Tune in to hear the whole conversation and learn how to turn AI hype into safer business outcomes.
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Designing Workforces for Agentic AI: What HR Must Do Next (Todd Raphael)
06 Dec 2025
00:26:54
What actually changes when AI agents become part of your workforce — and which human skills still matter most?
In this episode, host Andreas Welsch talks with HR and talent-intelligence veteran Todd Raphael about the practical realities of bringing agentic AI into organizations. They move beyond proofs-of-concept to ask the tough questions: How do agents fit into daily workflows, what invisible human contributions should you protect, and how should HR and IT collaborate to redesign roles, org charts, and the employee lifecycle?
Listen for concrete thinking and strategic framing, including:
The hidden value humans bring: Why many critical contributions (trusted relationships, customer touchpoints, institutional memory) don’t appear on job descriptions — and what that means when you automate tasks.
Rethinking structure and advancement: How flatter org models and new measures of impact (knowledge, networks, influence) may change who gets promoted and how leadership is defined.
HR’s seat at the table: Why HR is uniquely positioned to plan holistically for hire-to-retire changes, from skills-based hiring to internal marketplaces, reskilling, and retention when agents handle more tasks.
You’ll also hear examples and practical prompts for leaders: identify the intangible work that must remain human, map tasks vs. relationships before automating, and start workforce planning that considers people and agents together.
If you’re an HR leader, people manager, or technology decision-maker trying to turn agent hype into durable business outcomes, this episode gives you a playbook to start redesigning work the right way.
Tune in now to learn how to protect human advantage and build an effective human+agent workforce.
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Ensuring Enterprise Security by Safeguarding AI Agents (Steve Wilson)
23 Aug 2025
00:31:16
What if your AI agents could not only collaborate but also autonomously safeguard your enterprise?
In this episode, host Andreas Welsch sits down with Steve Wilson, Chief AI and Product Officer at Exabeam, to explore the nuances of securing agentic AI and the emerging landscape of multi-agent communication.
Together, they discuss how businesses can enhance their cybersecurity measures while adapting to the rapid evolution of AI capabilities, from agency levels to ethical governance.
Learn about practical strategies for evaluating AI agent frameworks, mitigating insider threats, and implementing security-first approaches in a world increasingly dominated by AI:
What are the internal and external threats and challenges of AI agents and Agent-to-Agent (A2A)/ multi-agent systems?
How can organizations defend against those threats?
What can also go right with Agentic AI security?
What do AI and IT leaders need to do to ensure enterprise security despite all the Agent sprawl?
Ready to navigate the complexities of AI security? Don't miss this insightful conversation and tune in now to tap into the potential of secure AI agents for your business!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
How to Succeed in Your First AI Project as a New AI Leader (Kathleen Walch)
09 Aug 2025
00:31:24
What if you could navigate the complex landscape of AI projects with a proven methodology?
In this episode, host Andreas Welsch welcomes Kathleen Walch, Director of AI Engagement at the Project Management Institute, as they explore CPMAI, an essential framework for leading successful AI initiatives.
From identifying real business problems to understanding crucial data requirements, Kathleen shares her expertise on the importance of a data-centric approach:
What are the most common challenges new AI leaders run into?
What are the key steps to successful AI projects?
What’s the #1 surprising thing about AI projects and leadership?
What’s next with Agentic AI and how will it change the paradigm of what AI leaders need to do?
With actionable insights and compelling examples, this episode provides an invaluable resource for any business leader seeking to leverage the power of AI.
Don't miss out on learning how to transform AI hype into meaningful outcomes—tune in now!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
State of the Industry: Are AI Agents Ready for Primetime? (Jon Reed)
26 Jul 2025
00:48:09
Is your AI strategy built for sustainable impact—or stuck chasing the next big trend?
In this episode, host Andreas Welsch welcomes enterprise tech analyst Jon Reed for a candid discussion on what’s actually happening with AI agents in business today. Drawing from recent enterprise conferences and frontline conversations, Jon shares hard-won insights into what works, what doesn’t, and why so many AI projects still fail to deliver meaningful outcomes.
Discover the foundational shifts organizations must make to move beyond pilots and hype cycles:
Focus on AI readiness over AI-first: Learn why leading with experimentation, not mandates, sets the stage for responsible and scalable AI adoption.
Build a culture of trust, not fear: Understand how shadow AI is spreading—and how safe sandboxes and clear communication can turn experimentation into impact.
Prioritize business outcomes, not abstract autonomy: Explore how hybrid agent-human designs deliver ROI faster than full automation—and why “good enough” might be good enough to start.
Treat AI like a data project: From agent performance measurement to governance protocols, hear why the enterprise AI stack demands more than plugging in a model.
Whether you’re a CIO navigating vendor noise, a business leader seeking ROI, or a transformation leader building internal alignment—this episode delivers grounded strategies and real-world guidance for leading in the era of Agentic AI.
Tune in now to explore what it takes to make AI both productive and practical in the enterprise.
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Unlocking AI's Potential with the Top Skills for AI Agents (John Thompson)
12 Jul 2025
00:24:50
What if the future of your business relied on mastering AI agents?
In this episode, host Andreas Welsch explores the essential skills required to work effectively with AI agents and transform your organization. Join Andreas as he talks with John Thompson, Senior VP at The Hackett Group, who brings a wealth of experience from leading AI initiatives in multiple high-profile companies.
They explore critical themes, including the integration of AI into business processes, the comparison of AI agents to traditional automation, and the need to develop critical thinking skills in an era dominated by AI.
You'll gain practical insights on building a secure environment for AI experimentation and discover how to navigate the complexities surrounding AI use in the workplace.
Don't miss this chance to future-proof your business—tune in now to turn AI potential into action!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Everyone is talking about building AI agents. But is your foundation even ready?
In this episode, Andreas Welsch speaks with Barr Moses, CEO of Monte Carlo, about the hidden risks behind the push for Agentic AI and what business leaders are missing when they rush to scale.
Barr shares what she’s hearing from data and AI leaders: The majority is building or deploying AI this year, but only 1 in 3 believe their data is ready, and even few have a reliable way to ensure agent outputs are correct.
What does that mean for your AI roadmap? A strong model or prompt isn’t enough. If the data is wrong, the agent’s action will be wrong and in some cases, costly. From AI chatbots selling cars for $1 to data platforms returning flawed recommendations, the risks are real.
Barr also breaks down three areas data and AI teams must prioritize:
Productivity by using AI to accelerate their own workflows
Readiness to build a foundation of high-quality, trustworthy data
Realiability by ensuring AI agents produce outputs that align with business goals
If you’re working on an AI strategy or are leading teams expected to deliver on it, this conversation makes the case for why AI success is built upon operational readiness.
Don't miss out on the conversation – tune in now to learn how to turn AI hype into business outcomes.
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Strategies for Product-Led Growth of AI Agents (Leah Tharin)
14 Jun 2025
00:30:08
Is your company ready to realize the true potential of AI agents or just riding the hype train?
In this episode, host Andreas Welsch sits down with Leah Tharin, an expert in product-led growth, to discuss how businesses can effectively use AI agents to transform their operations and drive success. Leah shares her insights on the complexities of integrating AI solutions into existing workflows, the importance of understanding customer success, and the challenges of pricing and positioning AI products.
Discover the critical shift companies need to make from siloed solutions to cross-functional strategies to unlock the real value of AI:
Understand the existing challenges within your customer’s data environment. By demonstrating how your AI agents can streamline processes across departments, you can earn crucial buy-in and trust.
Align monetization with customer success to avoid pricing structures that deter potential users. Instead, create transparent models that align your success with your customers', fostering sustainable relationships.
Embrace a cross-functional mindset, break down departmental silos and showcase your solution as a holistic tool that enhances overall company efficiency.
These strategies can transform how you approach AI sales and lead your organization into the future.
If you're a business leader or tech enthusiast looking for actionable insights to thrive in the AI landscape, this episode is a must-listen!
Don't miss out on the conversation – tune in now to learn how to turn AI hype into business outcomes.
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Transforming Leadership with an AI Mindset (Matt Lewis)
31 May 2025
00:29:39
How can leaders foster a true AI mindset among their teams?
In this episode, host Andreas Welsch illuminates this pressing question with guest Matt Lewis, CEO and Chief Augmented Intelligence Officer of LLMental. Drawing from decades in Data & AI leadership roles in healthcare/ life sciences, Matt shares invaluable insights into how a leadership mindset profoundly influences AI adoption within organizations.
Discover why human factors, rather than just technology, play a crucial role in successful AI integration, and learn practical strategies for empowering teams and demystifying AI.
Whether you're a business leader or just curious about the intersection of AI and leadership, this episode is rich with knowledge to help navigate the complexities of AI transformation.
Ready to elevate your organization's approach to AI? Don't miss this enlightening discussion—listen now!"
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Decoding the Hype with Real Insights on Agentic AI (Peter Gostev)
17 May 2025
00:26:12
What if you could cut through the noise of AI hype and truly understand agentic AI's potential?
In this episode, host Andreas Welsch engages with Peter Gostev, Head of AI at MoonPig, to explore the practical implications of AI agents in business. Together, we delve into key distinctions between genuine agentic capabilities and simple workflows, as well as meaningful applications like research and coding agents.
In this episode, we discuss key issues shaping AI adoption: • Every company seems to be launching an Agentic AI product. How can leaders avoid getting fooled by marketing buzzwords? • What defines a true AI agent, and how does it differ from a simple LLM-powered workflow? • AI job titles are shifting—but do you need to update your title with every latest development? • Who’s experimenting with AI agents, who’s rolling them out at scale, and which companies have already been using them for a while?
Whether you're navigating the complexities of AI in your organization or simply curious about its future impact, this episode is packed with insights that can help you make informed decisions.
Ready to separate fact from fiction in AI claims? Don’t miss this enlightening discussion—tune in now!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Navigating AI Governance for Business Success (Maxim Ioffe)
03 May 2025
00:21:31
What if the secret to harnessing AI in your business lies in strong governance and collaboration?
In this episode, host Andreas Welsch speaks with Maxim Ioffe, Director Global IA CoE at WESCO, about the critical role of governance in AI adoption. They explore how companies can strategically align technology with business goals while fostering an innovative culture.
Maxim shares invaluable insights on developing a comprehensive AI mission, ensuring that governance frameworks are in place, and emphasizing the importance of employee education in AI integration. As organizations face challenges around ethics, security, and the risk of rogue AI behavior, this episode offers a roadmap for transforming AI from a buzzword into a powerful business ally:
How can IT organizations become an innovation engine rather than be the breaking pads?
What strategies are effective for raising awareness of data privacy and security with AI?
What does this new reality of consumer AI tools mean for IT leaders?
Who should own the AI governance, and who needs to be around the table?
Whether you're a tech leader or a business executive, the actionable strategies discussed will help you create a thriving environment for AI adoption. Are you ready to dive into the world of AI governance and innovation?
Don’t miss this episode—tune in now for groundbreaking insights that could shape your business's future!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Bridging the AI Gap When Transforming Business Culture (Camila Manera)
19 Apr 2025
00:24:54
It's the age-old problem: business and technology stakeholders don't speak the same language. But why do we need them to come together—and how can that happen?
In this episode of "What's the BUZZ?—AI in Business," host Andreas Welsch engages in a compelling conversation with Camila Manera, an AI expert and entrepreneur, as they explore the critical intersection of artificial intelligence and business strategy.
Camila shines a light on the pressing need for AI "translators" within organizations—individuals who bridge the gap between AI technology and business goals, empowering teams to take ownership of AI projects. Together, they address essential topics such as:
How to cultivate a culture of AI understanding
The importance of long-term strategies over short-term fixes
The current state of AI adoption in South America, specifically in Argentina
Whether you're navigating the complexities of AI implementation or seeking to leverage its potential for operational efficiency, this episode is loaded with valuable insights. Discover how AI can transform not just processes but also team dynamics, enabling your organization to thrive amid the chaos of technological change.
Ready to harness the true potential of AI in your business? Tune in now to listen and learn how to turn AI hype into concrete outcomes!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Agents Need IDs: How to Authenticate & Score Agent Trust (Tim Williams)
22 Nov 2025
00:26:25
When AI agents can self‑spawn, act at machine speed and delete their own trails, identity and trust become business-critical.
In this episode, Andreas Welsch talks with Tim Williams—an experienced practitioner who’s helped organizations commercialize AI—about the security gaps agentic AI exposes and practical ways to close them. Tim explains why traditional username/passwords and persistent tokens won't cut it, how trust for agents should be treated like a credit score rather than a binary yes/no, and why observability and transaction-level controls are essential.
Highlights you’ll get from the conversation:
Why agents operate at a different scale and cadence than humans, and the new risks that creates.
Real breach lessons (e.g., persistent token compromises) that show why persistent access is dangerous.
The concept of sliding trust: using a trust score to gate actions (low-risk vs high-risk transactions).
Short-lived, transaction-based approvals and why persistent credentials must be replaced.
Why cryptographically verifiable, immutable identifiers (and why blockchain can help) matter for accountability.
Practical governance: observability, human-in-the-loop checkpoints, and preparing infrastructure in parallel with agent adoption.
Who this episode is for: business leaders deciding what to delegate to agents; security and identity teams rethinking access; product and platform builders designing safe workflows for autonomous systems.
If you want actionable guidance on how to let agents accelerate your business without exposing you to runaway risk, tune in and learn how to turn agent hype into reliable business outcomes.
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Is Vibecoding the Future of App Development? (Matt van Itallie)
14 Apr 2025
00:25:52
What if you could create a fully functional app just by expressing your idea in natural language?
In this episode, host Andreas Welsch catches up with Matt van Itallie, the founder and CEO of Sema, to explore the exciting world of vibecoding. Discover how vibecoding is democratizing app development, enabling even those without programming skills to prototype live applications with ease.
Matt shares valuable insights into the risks of relying too heavily on AI-generated code, emphasizing the importance of having a human in the loop to ensure security and quality:
What is vibecoding, and why is it such a popular trend?
How does vibecoding democratize access to software development?
What are the unexpected challenges that novice coders run into?
Which questions do investors and private equity firms ask before acquiring or investing in a software company?
Learn how to harness this powerful tool while avoiding common pitfalls, and understand what it means for developers and investors alike.
Don’t miss this chance to future-proof your business with actionable AI strategies—tune in now!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Transforming AI Agents into Reliable Enterprise Assistants (Tomas Gogar)
29 Mar 2025
00:28:01
What if the next member of your team could be an AI agent, designed to think independently, adapt, and collaborate seamlessly with others?
In this episode, host Andreas Welsch engages in an enlightening conversation with Tomas Gogar, CEO and co-founder of Rossum, as they explore the potential of AI agents in the modern workplace. Together, they discuss critical topics such as the challenges of making AI agents enterprise-ready, the importance of reliability and governance in AI deployments, and how these intelligent systems can redefine efficiency and decision-making in businesses.
Key discussions include:
How can organizations create robust AI agents that excel in complex environments?
What unique qualities make an AI agent suitable for handling processes requiring precision and accountability?
The necessity of establishing clear guardrails to ensure AI operates within safe boundaries while still retaining flexibility.
Insights on fostering collaboration between human employees and AI agents for optimal team dynamics.
Whether you’re a business leader exploring AI integration or a tech enthusiast eager to understand AI’s evolving role, this episode is filled with practical insights and innovative strategies.
Don’t miss out on this opportunity to understand how to harness the AI wave effectively! Tune in now to discover how to transform AI hype into measurable business success!
PS: Thank you to the team at Rossum AI for sponsoring this episode.
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Unlocking Agentic AI's Potential in the Future of Work (Dan Sodergren)
15 Mar 2025
00:30:36
What if the future of work includes team members who aren't human but highly capable AI agents?
In this episode of “What’s the BUZZ?—AI in Business,” host Andreas Welsch engages in a fascinating discussion with Dan Sodergren, a seasoned keynote speaker and tech futurist, on the swiftly changing landscape of AI agents and their implications for the workforce. Learn how AI can be more than just a tool but a collaborator, reshaping how businesses operate.
Dan shares his insights as they explore pivotal questions:
What does that mean for the people in a business doing the work today if agents take over market research, operational tasks, etc.?
CEOs are ordering their staff back to the office. At the same time, we see layoffs left and right to “prepare for AI”. Is that the future of work?
How can people still make a living when they’re either out of a job or only have half a job?
Will AI agents turn a good portion of the population into gig workers? And will we farm out that work to our agents as proxies?
What makes you hopeful about that future with AI?
This episode is essential listening for anyone from business leaders to tech enthusiasts looking to navigate the AI revolution in a way that fosters growth and efficiency. Discover the balance between leveraging AI for productivity while retaining human decision-making capabilities.
Are you ready to revolutionize your approach to AI and ensure your business stands out in this new era? Tune in now to turn AI hype into concrete business outcomes!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
What if your next co-worker was an AI that could think and act like a human?
In this episode of “What’s the BUZZ?,” host Andreas Welsch sits down with Eduardo Ordax, Generative AI Lead at AWS, to explore the groundbreaking world of AI agents and their potential to revolutionize business operations.
As companies race to adopt AI, Eduardo shares valuable insights on how these intelligent agents can evolve from mere task automation to strategic partners capable of planning, self-correcting, and collaborating across functions.
Together, they explore essential topics including:
The reality behind AI agents that separates them from traditional automation tools
The importance of starting small to effectively integrate AI agents into existing workflows
Key technologies and frameworks for building AI agents
The evolving landscape of AI and the challenges that lie ahead
Whether you’re a business executive seeking innovative solutions, a tech aficionado keeping an eye on the latest trends, or interested in the practical applications of AI in the corporate world, this episode offers a treasure trove of actionable insights.
Ready to unlock the potential of AI agents for your business?
Don't miss this episode—tune in now to find out how you can transform AI hype into real-world results!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Can AI truly reshape the future of work, or is it just another passing trend?
In this episode of "What's the BUZZ?", host Andreas Welsch sits down with Joe Reis, a seasoned authority in data engineering and a passionately outspoken advocate for mental wellness in tech.
Join them as they dive into the real implications of AI in modern business, exploring the thin line between innovation and burnout. They discuss the overwhelming hype surrounding AI technologies, particularly in the wake of breakthroughs like ChatGPT, and the genuine strain it places on professionals in the field. Joe shares insights from his experience working with companies of all sizes, revealing that while the excitement for AI is palpable, many organizations are still grappling with basic data management and business intelligence.
Together, Andreas and Joe tackle critical questions:
How can companies effectively harness AI without neglecting their foundational data needs?
What strategies can leaders implement to promote mental wellness and prevent burnout among their teams amidst rising expectations?
Is the future of work shifting towards an 'agent economy' where workers can engage multiple roles simultaneously, aided by AI?
This episode is essential listening for anyone concerned about the intersection of rapid technological advancement and employee well-being. Whether you’re a leader navigating the AI landscape or an individual contributor feeling the pressure, Andreas and Joe provide actionable insights that can help you thrive.
Ready to uncover how to turn AI hype into real business outcomes without burning out?
Don't miss this enlightening discussion—tune in now!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Navigating AI's Impact on Leadership and Human-Centric Innovation (Kate O'Neill)
08 Feb 2025
00:27:51
What if the next big decision-maker in your business wasn't a human, but an AI system designed to enhance human capabilities and drive strategic results?
In this episode of "What’s the BUZZ?—AI in Business," host Andreas Welsch engages in a compelling conversation with Kate O'Neill, the Tech Humanist, who shares her extensive knowledge on the interplay between technology and human experience. They explore how leaders can navigate the fast-paced changes in technology while keeping humanity at the forefront.
Together, they delve into crucial topics, such as why the future of work is a blended environment of humans and AI, how to cultivate clarity in leadership amidst ambiguity, and the importance of embedding human-centric values in technology decisions. What skills do leaders need to adapt to this new landscape, and how can businesses ensure that growth does not come at the expense of employee well-being?
Whether you're a seasoned executive, an aspiring leader, or simply fascinated by the evolving tech landscape, this episode provides valuable insights and practical frameworks for harnessing AI while enhancing human potential.
Ready to transform the way you think about AI in your organization? Tune in now and discover how to move beyond the hype and achieve meaningful business outcomes!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
How a Trained Workforce Unlocks AI’s Full Potential (Nico Bitzer)
26 Jan 2025
00:27:32
What if the key to unlocking AI’s potential in your business wasn’t just the technology—but how you prepare your team to use it?
In this episode of What’s the BUZZ?, host Andreas Welsch and Nico Bitzer, CEO and Co-Founder of Bots and People, explore how businesses can move beyond the AI hype and start seeing real, measurable outcomes.
Together, they take a deep dive into:
Why simply buying AI tools isn’t enough—and how the real ROI lies in employee upskilling.
How companies are using innovative training formats like social blended learning to engage employees and drive adoption.
The critical steps leaders can take to align training with business goals and measure its impact effectively.
Hear about real-world examples, including a European telecom company that trained 5,000 employees in AI, leading to measurable time savings and productivity gains. Learn how to design training programs that don’t just teach employees how to use AI—but empower them to think critically, solve problems, and innovate in their roles.
Whether you’re a business leader, an L&D professional, or simply curious about bridging the gap between AI tools and business outcomes, this episode is packed with practical takeaways.
Ready to turn AI hype into action? Don’t miss this episode—tune in now to revolutionize your approach to AI in the workplace!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Scaling Your AI Program with Citizen Developers (Ian Barkin)
18 Jan 2025
00:28:36
What if your next big innovation didn’t come from your IT department, but from a non-technical team member empowered to create AI-driven applications?
In this episode, host Andreas Welsch and guest Ian Barkin (Entrepreneur, Investor, and Author) explore the transformative potential of citizen development and its role in breaking down barriers to digital transformation.
We dive into how low-code and no-code platforms are enabling non-technical experts to build impactful applications, filling critical gaps in business processes. Together, we tackle pressing questions:
How can businesses unlock the untapped potential of citizen developers to drive innovation?
What does effective governance look like to prevent shadow AI from going rogue?
Why is it essential for IT and business leaders to collaborate on citizen development initiatives?
You’ll also discover Ian’s 4G framework for managing citizen development programs and gain practical insights into bridging the gap between IT and business to achieve scalable AI success.
Whether you’re an IT leader, a business innovator, or simply curious about empowering your workforce to drive smarter solutions, this episode is packed with actionable strategies.
Ready to turn citizen development into a competitive advantage?
Don’t miss this episode—tune in now to discover how to turn the AI hype into tangible outcomes!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Which AI Agent Framework Is Right For Your Business? (Guest: Kiumarse Zamanian)
22 Dec 2024
00:23:22
What if your next team member wasn’t human, but an AI agent capable of planning, self-correcting, and collaborating with other agents to deliver results? In this episode, host Andreas Welsch and guest, Kiumarse Zamanian PhD (Senior Product Executive), dive deep into the rapidly evolving world of AI agent frameworks, revealing how they’re transforming businesses from the ground up.
We break down how businesses can harness the power of AI agents for smarter, faster operations. Together, we tackle pressing questions:
How can AI agents move beyond simple task automation to act as independent collaborators?
What does the ideal AI agent framework look like, and how do you evaluate it for your business?
Why is ethical governance critical, and how can organizations set up guardrails to prevent rogue behavior?
Whether you’re a business leader, a tech enthusiast, or simply curious about the future of AI, this episode is packed with actionable insights. Learn about key frameworks like LangChain, AutoGen, and Crew AI, and explore strategies for integrating AI agents into your workflows while maintaining control and scalability.
Ready to future-proof your business with AI agents? Don’t miss this episode—tune in now to discover how to turn the AI hype into tangible outcomes!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Mastering AI For Marketing (Guest: Leanne Shelton)
16 Dec 2024
00:27:59
Is AI just another buzzword, or can it truly revolutionize your business? In this episode, host Andreas Welsch and guest Leanne Shelton break down how business leaders can cut through the hype and harness AI to achieve meaningful results.
Key takeaways include: - How to integrate AI tools into existing workflows without losing your team’s unique strengths. - Why balancing AI efficiency with human expertise is critical for long-term success. - Proven strategies to train AI for your brand’s voice and audience needs. - A rundown of AI tools that deliver results and tips to avoid costly missteps.
Packed with actionable insights, this episode is a must-listen for business leaders ready to turn AI into a competitive advantage—not just a buzzword.
Ready to unlock AI’s true potential for your organization?
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
How AI Agents Drive Disruptive Innovation (Christian Muehlroth)
15 Nov 2025
00:29:59
AI agents are reshaping how enterprises innovate, organize work, and experience disruption.
In the latest episode of “What’s the BUZZ?”, Andreas Welsch speaks with Christian Muehlroth, CEO of ITONICS, about how agentic AI will redefine innovation management and why many organizations remain structurally unprepared for it.
Here are the key insights from the conversation:
AI’s foundations were created decades ago, but recent advances in computing, interfaces, and delivery models have turned it into a scalable innovation engine.
Each technological wave builds on prior ones, accelerating change while large organizations slow down due to processes, politics, and legacy structures.
Agents function as tireless digital interns with expert-level capabilities in narrow domains, amplifying the output of teams that already demonstrate initiative and creativity.
Many place AI on top of legacy processes or rely too heavily on public LLMs, resulting in misaligned outputs and “AI tourism” instead of measurable impact.
Clean enterprise data, secure deployment setups, and redesigned processes are essential to making agentic AI operational and strategically valuable.
Key takeaways:
Focus on real-value use cases: innovation begins with a business problem, not with experimenting for its own sake.
Prioritize structural readiness: clean data, redesigned workflows, and enterprise-grade AI infrastructure determine whether agentic systems deliver results.
Empower motivated teams: the highest return comes from equipping individuals who seek change with advanced tools that amplify their capacity, rather than attempting blanket adoption across the organization.
Leaders need to take disruption seriously, double down on strategic intelligence, empower the people who want change, and invest in data and platform foundations before scaling agents.
Is Agentic AI already disrupting businesses (or can we just not see it yet)?
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Automate Your Document Processing With LLMs (Guest: Petr Baudis)
01 Dec 2024
00:29:55
Is your business ready to harness the full potential of AI? Learn how to move beyond the hype and use AI tools like large language models (LLMs) to drive real outcomes in document processing, enterprise integration, and more.
In this episode of What’s the BUZZ?—AI in Business, host Andreas Welsch is joined by guest Petr Baudis, co-founder and CTO of Rossum. Together, they explore how AI leaders can achieve measurable results with automation and large language models. Sponsored by Rossum, this episode takes a deep dive into the strategies and tools that transform business processes and improve ROI.
Discover:
•How reliability in AI-powered document processing prevents errors and saves time.
•Why adaptability matters, and how intelligent systems can align with your unique workflows.
•The benefits of seamless integration in large organizations with complex IT ecosystems.
The conversation also takes a forward-looking view of AI’s role in business, discussing the rise of Artificial General Intelligence (AGI) and its implications for enterprise IT. Petr shares insights on why preparing for AGI today is essential for future-proofing your organization.
Don’t just follow the AI buzz—turn it into actionable results. Tune in to hear Petr Baudis share how Rossum is shaping the future of document automation and how your business can stay ahead with AI. Listen today!
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Supercharge Your Business Processes With Collaborative AI Agents (Guest: Bernhard Ritz)
17 Nov 2024
00:29:02
In this episode, Bernhard Ritz (CEO & Founder, Ainzel) and Andreas Welsch discuss supercharging your business processes with collaborative AI agents. Bernhard shares his insights on introducing AI agents into business functions and provides valuable advice for listeners looking to elevate their business operations with the help of a virtual team of expert agents.
Key topics: - Describe the opportunity to bring AI agents into your business processes - Determine the challenges of bringing AI agents to human-AI teams - Quantify the value of collaborative AI agents for business functions - Recommend how to start exploring AI agents
Listen to the full episode to hear how you can: - Take a business look at AI and re-imagining your business processes - Learn to work with AI agent frameworks - Define management as a function spanning humans and AI agents - Articulate limitations and guardrails for using AI agents
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Enable Next-Level Process Automation With Generative AI (Guest: Jeremy Gilliland)
03 Nov 2024
00:25:23
In this episode, Jeremy Gilliland (Automation & AI Leader) and Andreas Welsch discuss how Generative AI enables next-level process automation. Jeremy shares his learnings on vendors adding agentic AI to their RPA products and provides valuable advice for listeners looking to explore both technologies together..
Key topics: - Describe how Generative AI expands traditional RPA - Assess the potential for IT and Automation leaders when combining technologies - Leverage both technologies’ advantages when integrating them - Decide how to start using Generative AI and RPA together
Listen to the full episode to hear how you can: - Benefit from RPA and Generative AI integration - Leverage Generative AI agents and RPA for business model transformation - Minimize dependencies within your tech stack and have an AI and automation platform for increased efficiency
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Scaling Go-to-Market (GTM) for Entperise Generative AI (Guest: Nicole Wieberneit)
20 Oct 2024
00:31:02
In this episode, Nicole Wieberneit (Sales & Go-To-Market Leader) and Andreas Welsch discuss scaling go-to-market (GTM) for enterprise Generative AI. Nicole shares her approach to introducing technology innovations such as AI to sales teams, and provides valuable advice for listeners looking to scale their product sales through an enabled and engaged sales force.
Key topics: - Be aware of marketing and sales' frequent reputation as overhyping capabilities or being overly shallow - Approach GTM design for AI differently from traditional SaaS - Balance product knowledge and depth with sales teams’ quarterly incentives - Adapt incentive structures within a software company for sales teams to become a true advisor to customers - Focus on vertical markets for AI SaaS
Listen to the full episode to hear how you can: - Focus on a product, industry, or region to maximize your impact - Articulate the problem you solve and build your pitch around it - Understand your target buyer before creating your sales orchestration - Test, experiment, and be open to feedback and adjustments
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Red-Teaming And Safeguards For LLM Apps (Guest: Steve Wilson)
07 Oct 2024
00:27:48
In this episode, Steve Wilson (Co-Lead OWASP Top 10 for LLM Apps & Author) and Andreas Welsch discuss red-teaming and safeguards for LLM applications. Steve shares his insights how Generative AI vulnerabilities have evolved from embarrassing to financially risky and provides valuable advice for listeners looking to improve the security of their Generative AI applications.
Key topics: - One year after OWASP Top 10 for LLM apps, how have LLM security and vulnerabilities evolved? - How do you build Generative AI safeguards into your app? What’s the impact on cost for checking and regenerating output? - How can you red-team your LLM apps? - Which roles or skillsets are best suited to improve security?
Listen to this episode and learn how to: - Become aware of new ways bad actors can exploit your LLM-based apps and assistants (prompt injection, supply chain attack, data exfiltration, etc.) - Understand the characteristics of your LLM supply chain and new vulnerabilities - Consider the implications of using agents on your security
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Special: The 9 Aspects of AI Leadership (Launch of AI Leadership Handbook)
23 Sep 2024
01:29:34
In this special episode, Andreas Welsch launches his new AI Leadership Handbook together with fellow AI leaders: - Matt Lewis (Founder & CEO, LLMental) - Brian Evergreen (CEO of The Future Solving Company) - Maya Mikhailov (Founder & CEO, SAVVI.AI - Paul Kurchina (Enterprise Architecture Community Leader) - Harpreet Sahota (Developer Relations Expert) - Steve Wilson (Chief Product Officer at Exabeam and Co-Author of the OWASP Top 10 for LLM Applications)
Key topics: - What’s keeping Chief AI Officers up at night? - What’s the hardest part for new AI leaders coming into an AI leadership role? - What does a future with AI agents look like? - How can AI leaders succeed in this phase of AI adoption where we’re just coming off the hype? - Why do we still need to educate business leaders and stakeholders about AI? - Why is AI here to stay this time and why should IT teams and CoEs care? - How has RAG evolved over the last 12 months? - How does data play into concepts like RAG and agents? And why is it important to still keep an eye on technology? - What is happening in the cybersecurity space since the release of the OWASP Top 10 for LLM Apps? - How are bad actors exploiting LLMs’ personalization capabilities and why do leaders need to know about LLM vulnerabilities?
Listen to the full episode to hear how you can: - The sheer possibility of what AI can do now can seem overwhelming—even for AI experts and leaders. - AI agents promise autonomy, automation, and optimization beyond anything currently possible, with agents negotiating with other agents to find an optimal solution. - Data remains a critical ingredient for any successful AI project that many leaders still neglect. - IT leaders are asking for tangible examples and return on their investment when working with embedded AI solutions. - Agentic RAG has emerged as the latest iteration of RAG systems—however, data quality remains critical to achieve high quality outputs. - The cybersecurity discourse has evolved from avoiding embarrasing PR to avoiding data leakage and legal consequences with bad actors looking to exploit these new LLM-based systems.
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
The 4 Generative AI Challenges You Can't Ignore (Guest: Quentin Reul)
02 Sep 2024
00:28:12
In this episode, Quentin Reil (Founder & Chief AI Officer) and Andreas Welsch discuss the four key challenges of Generative AI that you can't ignore. Quentin shares his story about leveraging business data as a differentiator and provides valuable advice for listeners looking to overcome the most common issues surrounding Generative AI applications.
Key topics: - Describe the impact of the evolving Generative AI landscape on business strategies - Assess the “fitness” of different Large Language Models to solve particular customer needs - Select technologies that can address the challenges of Generative AI - Understand the role of data in the current regulatory landscape
Listen to the full episode to hear how you can: - Concentrate on the problem rather than the technology - Leverage your business data as a differentiator of your AI applications - Drive business outcomes based on data-centric products and applications
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Leverage The AI Hype And Disillusionment For Business Impact (Guest: Lasse Rindom)
19 Aug 2024
00:27:06
In this episode, Lasse Rindom (AI Lead, BASICO) and Andreas Welsch discuss leveraging the AI hype and disillusionment to drive business impact. Lasse shares his story from previous hype cycles in Automation and AI to the latest one of Generative AI and provides valuable advice for listeners looking to get actionable insights into driving AI adoption in their business.
Key topics: - Assess the current AI adoption phase in the market between AI hype and disillusionment - Leverage the Generative AI momentum to drive business impact - Evaluate analysts’ forecasts to continue the AI momentum in business and focus on promising areas - Decide why to continue investing in AI solutions for business growth
Listen to the full episode to hear how you can: - Focus on delivering business value through AI and automation rather than fixating on Generative AI as a technology - Provide tangible examples and training for employees to become skilled users of AI-enhanced tools - Drive AI innovation while understanding and mitigating the risks - Countries like Denmark are leading the way in exploring Digitalization and AI, and are actively driving adoption
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
How AI Agents Will Change The Way We Work (Guest: Marek Kowalkiewicz)
12 Aug 2024
00:28:22
In this episode, Marek Kowalkiewicz (Professor & Author) and Andreas Welsch discuss how AI agents will change the way we work. Marek shares his insights on the economy of algorithms that guide our everyday lives and provides valuable advice for listeners looking to learn how AI agents will shape our workplace.
Key topics: - Describe the evolution from manual to digital and AI labor - Anticipate change in business functions because of increased AI - Support your business teams to prepare for a shift towards AI labor - Share examples of algorithmic decision-making
Listen to the full episode to hear how you can: - Anticipate AI algorithms influencing our behavior just as much as we influence theirs - Expect colleagues will assume you have used AI, even when you have created it yourself - Learn to collaborate with AI and AI agents to improve results - Encourage employees to use Generative AI and share their approach with peers
Watch this episode on YouTube: https://youtu.be/0uEEXP_tL2A
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Exploring Generative AI In Procurement (Guest: Pedro Berrocoso)
05 Aug 2024
00:28:40
In this episode, Pedro Berrocoso (Digital Procurement & Automation Advisor) and Andreas Welsch explore Generative AI in Procurement. Pedro shares example) on leveraging the latest generation of AI in Procurement and provides valuable advice for listeners looking to identify opportunities for leveraging this technology in their own business.
Key topics: - Assess the Generative AI opportunities in Procurement - Learn from a tangible example of adopting Generative AI and the associated challenges - Anticipate AI agents that autonomously negotiate on behalf of a supplier and a customer - Prepare Procurement leaders to explore using Generative AI
Listen to the full episode to hear how you can: - Determine Generative AI’s potential within Procurement along 4 pillars - Apply Generative AI selectively to address specific pain points in your source-to-pay process - Promote trust, acceptance, and adoption of the AI solutions that you deploy - Establish basic AI literacy within your Procurement organization, as your suppliers will leverage the technology when sending you information
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Evolving Your Leadership for Hybrid Teams (Danielle Gifford)
31 Oct 2025
00:31:20
Agentic AI is pushing leaders to rethink roles, processes, and governance far beyond another automation wave.
In this episode, Andreas Welsch speaks with Danielle Gifford, PwC Managing Director of AI, about how organizations should prepare for agentic AI. Danielle draws on frontline experience with enterprise pilots and deployments to explain why agents require new infrastructure, clearer role boundaries, and fresh approaches to governance and workforce design.
Highlights from the conversation:
Why agents are different from classic rule-based automation: they’re goal-driven, context-aware and can act with autonomy, which creates both opportunity and risk.
Where companies (especially in Canada) are on the adoption curve: pilots and POCs are increasing, but full-scale deployments need better data, guardrails, and change planning.
How leaders should approach agent projects: start with the business problem, map processes, and decide where human + agent collaboration delivers the highest value.
Workforce design and the “digital coworker”: practical advice on defining role boundaries, delegation rules, and how to evaluate outcomes when humans and agents collaborate.
Multi-agent orchestration and governance: how to prevent agents from converging on weak solutions and how to build review, control, and accountability into agent systems.
Key takeaways:
Business first: define the problem before choosing technology. Agents aren’t a silver bullet — they must solve a real, scoped pain point.
Move from experimentation to implementation: Canadian enterprises are ready to progress beyond proofs of concept and invest in production-ready agent solutions with proper controls.
Agents ≠ automation: treat agents as goal-based collaborators that need explicit boundaries, evaluation metrics, and workforce redesign.
If you lead teams, product strategy, or AI initiatives and want practical guidance for turning agent hype into measurable outcomes, this episode is for you. Listen now to get the full conversation and actionable next steps.
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Cutting Through The Generative AI Hype — An Analyst Perspective (Guest: Marc Beccue)
29 Jul 2024
00:28:53
In this episode, Mark Beccue (Independent Market Analyst) and Andreas Welsch cut through the Generative AI hype. Mark shares examples of B2B software vendors leading the Generative AI development and adoption based on past learnings, and provides valuable advice for listeners looking to ascertain where the AI market is going.
Key topics: - Assess the current phase of AI adoption between AI hype and disillusionment - Recognize software vendors’ sound AI strategy and what they do they do well for their customers - Evaluate commercial models that resonate the most with B2B buyers (transaction- or user-based) - Anticipate where Generative AI go within the next 6 months
Listen to the full episode to hear how you can: - Follow incumbents in the software industry who have learned from and improved after the machine learning hype - Glean at responsible AI practices and operationalization by industry leaders for your own business - Start with a business problem first before chasing technologies such as Generative AI - Keep AI projects pragmatic to avoid disillusionment
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Adopting Data-Centric Machine Learning For Small Datasets (Guest: Jonas Christensen)
22 Jul 2024
00:28:13
In this episode, Jonas Christensen (Senior Data & Analytics Leader) and Andreas Welsch discuss adopting a data-centric Machine Learning approach for small datasets. Jonas shares learnings on improving data quality before building models and provides valuable advice for listeners looking to improve their results with small data sets.
Key topics: - Describe the common challenges businesses still run into with Machine Learning - Evaluate options for working with small data sets - Advise data scientists to get more data and better data - Deliver business value from Machine Learning at a time when everybody wants to chase Generative AI
Listen to the full episode to hear how you can: - Work toward better data quality over improving your model parameters - Approach data science as a team sport that requires actively influencing your business stakeholders - Share with your stakeholders how you use the data downstream to get them excited about their contribution
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Building AI Agents For Business With A Mixture Of Assistants (Guest: Jeremy Ravenel)
15 Jul 2024
00:27:58
In this episode, Jeremy Ravenel (Founder naas.ai) and Andreas Welsch discuss building AI agents for business with a mixture of assistants. Jeremy shares his journey from corporate finance to building a technology platform for AI agents and provides valuable insight) for listeners looking to increase efficiencies in their business with the help of AI agents that act as personal assistants.
Key topics: - Learn why businesses need a specialized kind of intelligence - Assess when AI agents useful in business - Enhance AI apps with knowledge graphs
Listen to the full episode to hear how you can: - Be skeptical about the output that LLMs create - Map your internal knowledge with a knowledge graph to make it accessible to LLMs and AI agents - Describe your business in processes and workflows to spot potential areas for using AI agents
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Scaling Enterprise AI Products For Business Impact (Guest: Srujana Kaddevarmuth)
01 Jul 2024
00:28:14
In this episode, Srujana Kaddevarmuth (Senior AI CoE Leader) and Andreas Welsch discuss scaling enterprise AI products across the business. Srujana shares her insights on applying a product mindset to building AI capabilities and provides valuable advice for listeners looking to scale their AI applications across the enterprise.
Key topics: - Productize AI capabilities through a holistic approach from idea to improvement - Raise awareness of the risks and nuances of deploying AI in the enterprise - Decide when to use Machine Learning and Generative AI — individually and together - Increase diversity on your AI product team for more inclusive results
Listen to the full episode to hear how you can: - Apply a product mindset to data democratization and AI productization in your organization - Raise awareness for the risks associated with productizing AI, ranging from biases to permitted vs. prohibited use cases - Celebrate and intentionally build diversity in your organization to build products that can be useful and acceptable by the different sections of society
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Are Your AI Agents Ready For Enterprise Decision-Making? (Guest: Kence Anderson)
24 Jun 2024
00:26:02
In this episode, Kence Anderson (Founder & Machine Teaching Expert) and Andreas Welsch discuss how you can determine if your AI agents are ready for enterprise decision-making. Kence shares his learnings on building autonomous AI agents for top Fortune 500 companies and provides valuable advice for listeners looking to get started with agents in their business.
Key topics: - Understand the prerequisites of complex agents - Learn when to apply machine teaching for agents - Differentiate between simple tasks and complex reasoning - Get tips for getting started with agents
Listen to the full episode to hear how you can: - Teach high-performance AI systems for increased quality and trust of decision-making - Build a foundational understanding of data, LLMs, deep reinforcement learning, optimization, and software architecture - Compose AI agents with technology-independent building blocks - Create hybrid teams of business and technology experts for maximum relevance of AI products
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Drive Sustainability And Energy Efficiency With AI Leadership (Guest: Philippe Rambach)
10 Jun 2024
00:28:32
In this episode, Philippe Rambach (Chief AI Officer, Schneider Electric) and Andreas Welsch discuss driving sustainability and energy efficiency with AI leadership. Philippe shares (their story/journey/insights/perspective/learnings/examples) on (specific aspect of topic) and provides valuable (advice/tips/insights) for listeners looking to (achieve specific outcome/learn more about topic).
Key topics: - Get support for AI projects within your company - Prioritize AI scenarios based on business value and momentum-building - Anticipate future expected energy use for AI and its impact - Seize opportunities for AI in manufacturing
Listen to the full episode to hear how you can: - Start from business value instead of the AI technology - AI can optimize energy consumption and lower carbon emissions depending upon its use case - Select AI technology based on cost and emissions - Machine Learning remains highly relevant for processing structured data and forecasting
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Go Beyond Quick-Win Use Cases For Generative AI (Guest: Randy Bean)
20 May 2024
00:29:06
In this episode, Randy Bean (Founder, Data & AI Leadership Exchange) and Andreas Welsch discuss going beyond quick-win use cases for Generative AI. Randy shares perspective on data and AI leadership, spanning more than 35 years of experience in the industry, and provides valuable advice for listeners looking to move from quick wins to strategic AI programs in business.
Key topics: - See the parallels (good and bad) between the Generative AI and Machine Learning hype? - Determine the top kinds of Generative AI use cases for organizations - Learn about the next wave after the quick-win use cases (generation, summarization, coding, …)? - Prepare for the biggest challenges that AI leaders face
Listen to the full episode to hear how you can: - Address leaders’ exaggerated AI enthusiasm and pessimism - Get key results from long-running Fortune 1000 data & AI survey - Learn how Generative AI can support healthcare staff with compassionate medical notes - Manage expectations with a realistic and pragmatic mindset
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Increase Engagement For Responsible AI Programs (Guest: Elizabeth Adams)
06 May 2024
00:30:04
In this episode, Elizabeth M. Adams (Leader of Responsible AI) and Andreas Welsch discuss increasing engagement in Responsible AI programs. Elizabeth shares findings from her doctoral research on responsible AI engagement in Fortune 10 companies and startups. She provides valuable insights for listeners looking to create effective responsible AI programs within their businesses.
Key topics: - Evolution of responsible AI in times of Generative AI - Common barriers to creating an effective responsible AI program - Leadership approach to increasing employee engagement and participation in responsible AI programs - Navigating conversations with employees when their jobs are affected by AI
Listen to the full episode to hear how you can: - Develop a responsible AI vision for the organization - Make the vision concrete through AI ethics statements - Ensure employees are aware of AI ethics policies and how they relate to their work - Provide a path to raise stakeholder claims and build trust that claims are addressed
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Prepare For A Future Of Converging Technologies And AI (Guest: Bernard Marr)
22 Apr 2024
00:28:38
In this episode, Bernard Marr (Futurist & Author) and Andreas Welsch discuss preparing for a future of converging technologies and AI. Bernard shares his insights on the next wave of AI-driven innovation and provides valuable examples for listeners looking to seize opportunities across their business when data, AI, mixed reality, and many more capabilities come together.
Key topics: - Learn about the next wave of Generative AI-driven innovation - Hear how modalities, agentic AI, and other technologies converge in the near and distant future - Seize the opportunity for business leaders in traditional industries - Prepare today to set your business up for future success in this environment
Listen to the full episode to hear how you can: - See the opportunity of AI for different modalities coming together (e.g. text, audio, video) - Envision the future of your business and what role AI plays in enabling that strategy - Focus on humans and how technology can empower them - Communicate clearly and openly while embracing learning and change
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Empower Women To Thrive In Data & AI (Guest: Sadie St Lawrence)
08 Apr 2024
00:26:47
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 overall diversity on their teams in an age where AI needs to serve us all.
Key topics: - Understand the tech industry’s gender gap - Identify inhibitors for women’s career growth - Learn how leaders can support women in data & AI - Foster collaboration across diverse teams and backgrounds
Listen to the full episode to hear how you can: - Shape organizational culture and lead by example - Understand how in-group and out-group behavior influences engagement - Speak up even if you are in a minority group - Provide space and opportunities for female team members
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
AI agents are arriving fast, but the winners will be the organizations that pair them with trusted data, clear processes and security — not those who chase scale alone.
In this episode, Andreas Welsch talks with analyst and diginomica co-founder Jon Reed about what’s actually next for agentic AI: where real value is emerging, why many pilots stall, and how to move from hype to measurable outcomes. They cut through the noise around model releases and scary headlines, and focus on practical pathways for enterprise adoption.
Highlights include:
Why throwing scale at models isn’t a cure-all and how enterprises succeed by constraining problems and adding domain context
The “last mile” problem: when out-of-the-box LLMs miss industry-specific language, and when to fine-tune or use smaller domain models
Data readiness as a multi-year journey — and how to weave data cleanup into early AI use cases so you can get wins fast
Real business examples (procurement long-tail, finance workflows, shop-floor QA) where agents and ML already drive measurable impact
Security, trust and identity for agents: new threat vectors, authentication challenges and when agent-to-agent interactions create additional risk
Practical tech signals to watch: RAG + tool-calling, MCP/A2A protocols, zero-copy data approaches, and when to favor internal wins over multi-vendor orchestration
People and culture: empower middle managers and junior staff to experiment safely, avoid short-sighted headcount cuts, and build communities of practice
Legal and fairness considerations, including why frameworks like the EU AI Act offer useful risk-drive guardrails
If you lead an AI initiative, build data platforms, or are responsible for secure automation, this conversation gives realistic next steps — from choosing the right model size and partners to hardening agent deployments and capturing the first ROI moments.
Listen to the episode to learn how to move past hype and design agent strategies that actually deliver business outcomes.
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Supercharge Your Retrieval Augmented Generation (RAG) App With A Knowledge Graph (Guest: Anthony Alcaraz)
18 Mar 2024
00:25:42
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 listeners looking to get even more relevant results from their AI applications.
Key topics: - Identify shortcomings of Retrieval Augmented Generation (RAG) - Describe a knowledge graph and its purpose - Learn how to build a knowledge graph - Clarify when to use a knowledge graph
Listen to the full episode to hear how you can: - Provide context between data sources with a knowledge graph - Gather and prepare qualitative data to build your knowledge graph and AI model on - Treat knowledge graphs as one concept among others in your AI strategy - Start with the business problem and identify the best data sources and methods for solving it
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Strengthen Your Cybersecurity Against Generative AI Hackers (Guest: Carly Taylor)
11 Mar 2024
00:31:32
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. Carly provides valuable insights for listeners looking to learn about ways Generative AI is already used today beyond social engineering, phishing, and other cybersecurity threads.
Key topics: - Examine the evolving uses of Generative AI and its implications on cybersecurity - Identify black hat activities in AI that leaders should know - Discuss white hat techniques in using Generative AI - Learn how to protect your products and users from AI hackers
Listen to the full episode to hear how you can: - Raise awareness for AI-powered cybersecurity threats among employees - Adapt if humans are the weakest link in the security chain - Use Generative AI to detect cybersecurity threats and gather intelligence - Adopt security tools with built-in AI vs. build them from scratch
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Improve Your User Experience With Generative AI (Guest: T. Scott Clendaniel)
26 Feb 2024
00:26:54
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 more business value from AI projects.
Key topics: - Democratize AI with user-friendly access - Explore LLMs' unexpected UX benefits for business users - Distinguish LLMs from past UX trends - Guide AI leaders on integrating LLMs into applications effectively
Listen to the full episode to hear how you can: - Democratize access to LLM-driven insights in natural language - Ask Generative tools for help to improve prompts - View LLMs as a new user interface - Use Generative AI to understand user behavior and preferences
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Prepare Your Business Teams For Generative AI (Guest: Bill Schmarzo)
19 Feb 2024
00:27:46
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 stakeholders develop a better understanding of Data, Artificial Intelligence, and how to best use them in a business context.
Key topics: - Discuss the importance of AI and data literacy - Explore ways leaders can empower their teams in AI and data - Identify key partners for AI Centers of Excellence in promoting AI literacy - Learn a leadership trick to boost organizational AI literacy
Listen to the full episode to hear how you can: - Understand how your data is being used to personalize information - Demand transparency about AI-driven decisions - Apply a Socratic mindset when using Generative AI and ask questions
*********** Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.