What do burst pipes, predictive AI, and flushing toilets all have in common?

More than you'd think.

Live from the AWS Summit in Katowice, hosts Don and Vyas sit down with Grzegorz Karlik, Manager at MPWiK S.A. (Wrocław WaterWorks), for a mind-opening conversation about how one Polish city is reengineering 100-year-old infrastructure with modern AI.

From using machine learning to prevent leaks in a 5,000km underground network, to piloting generative AI for technical documentation—and even rolling out city-wide smart water meters—this episode reveals how digital transformation is redefining public utilities.

Whether you're into AI, sustainability, smart cities, or just want to appreciate the engineering behind your morning shower, this one’s for you.

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Enterprise AI isn’t theoretical anymore. The questions are sharper, the stakes are higher—and the boardroom is listening.

In this special episode, recorded live at AWS Summit Stockholm, two senior enterprise leaders—Tanuja Randery (Vice President & Managing Director, AWS EMEA) and Nishita Henry (Global Chief Commercial Officer for the Amazon Alliance, Deloitte)—share what they’re hearing in the boardroom, and how they’re helping organizations move from exploration to execution.

We unpack:
• What’s really driving executive urgency around GenAI
• Why productivity, trust, and regulation are shaping every conversation
• Real-world use cases from supply chain to mining safety to public sector innovation
• How enterprises are thinking about agents, industrial AI, and AI with purpose

If you’re navigating AI at scale—or guiding others who are—this episode brings clarity on what’s next, and how to lead through it.

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What do you get when you mix five decades of tech experience, a front-row seat to every major shift in computing, and one of the most recognizable voices at AWS? You get Jeff Barr — and in this special bonus episode, we dive deep into his journey from the dawn of personal computing to the fast-moving frontier of Generative AI.

Jeff shares how GenAI fits into the larger story of software evolution, why today’s developers need to unlearn old habits, and how the next big innovation might come from a silly experiment — like turning 1,400 selfies into a perfectly aligned GIF.

Tune in to hear:

• Why deterministic thinking no longer serves developers in the GenAI era

• How AI is changing software development, data strategy, and even executive decision-making

• Why the “apps” of tomorrow might be disposable — but the data must endure

• Jeff’s advice for developers and execs on how to stay relevant: “Just start. Do something.”

Whether you’re an engineer, a business leader, or just AI-curious, this episode is packed with practical wisdom, thoughtful provocations, and the kind of long-view insight only Jeff Barr can offer.

Additional Resources:

• AWS News Blog

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Six months ago, The Generative Edge launched with one goal: demystify generative AI and help business leaders understand what it really takes to go from pilot to production.

Now, in our Season 1 finale, we’re taking a beat to reflect on how far the GenAI landscape has come — and where it’s headed next.

Join our hosts Donovan Spronk (Deloitte Central Europe), Vyasaraj Kulkarni (AWS), Brandon Eychaner (Deloitte Central Europe) and Executive Producers Ian Masters (AWS) and Stephanie Cohen (Deloitte Central Europe) as they revisit standout moments from the season, reflect on real-world client stories, and unpack key themes like:

• Why GenAI isn’t “just another IT project” — it’s a culture shift

• The move from generative to agentic and autonomous AI

• The persistent challenge of proving value in a hype-heavy space

• The role of data strategy, trust, and middle management in scaling GenAI

• And why “generate responsibly” is more than a sign-off — it’s a strategy

We’re also sharing a glimpse into what’s ahead for Season 2, including more on-the-ground insights from clients, live episodes from industry summits, and fresh perspectives on building GenAI into the day-to-day.

Whether you’re tuning in for the first time or have been riding the (Generative) Edge with us since episode one — thank you for listening!

👉 Season 2 is coming this fall. But don’t worry — we’re not going totally dark.
We’ll be dropping a few bonus episodes throughout the summer — think of them as little surprises from The Generative Edge to keep the conversation (and the momentum) going.

Until then… generate responsibly!

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In today’s race to deploy cutting-edge GenAI solutions, slowing down might be the smartest move your organization makes. In this episode of The Generative Edge, Donovan Spronk (Deloitte Central Europe) and Vyasaraj Kulkarni (AWS) sit down with David Thogmartin, AI Partner at Deloitte Germany, to unpack what it takes to build AI systems that are not just fast—but trustworthy, reliable, and ready for scale.

Drawing from deep client experience and regulatory insight, David explains why trust isn’t a “nice to have”—it’s a core accelerator for AI adoption, performance, and long-term success.

What’s inside:

• Why trustworthy AI starts with transparency, fairness, and security

• How legal frameworks like the EU AI Act are shaping the future

• Real-world risks of skipping over quality—and how to avoid them

• What business leaders can do now to build trust into every AI use case

• The rise of Agentic AI and why the stakes are getting higher

Whether you’re leading strategy, driving innovation, or building the tech itself—this episode is your reminder that rushing AI comes at a cost, and trust is the key to doing it right.

Remember: Trust isn't a delay—it's a multiplier.

Additional Resources on Trustworthy AI from David and his team:

• Operationalizing AI Governance

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What does it really cost to generate a meme, summarize an article, or run a chatbot? In this episode, we explore the often-overlooked environmental impact of Generative AI—especially when it comes to electricity and water use.

Dr. Kristof Schum, a Generative AI Partner Leader from AWS EMEA, joins Brandon Eychaner (Deloitte Central Europe) to discuss how major players in the AI space are building for scale and sustainability. From designing more efficient infrastructure to rethinking the value of each prompt, we unpack what it means to use Generative AI responsibly.

Whether you're an enterprise leader, a curious user, or just wondering what goes on behind the prompt, this conversation offers practical insights and a hopeful look at what’s possible when innovation and intention go hand-in-hand.

Fun fact: this episode was recorded back in August 2024—and it’s still just as relevant today. Turns out, good conversations (and solid thinking) age well.

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Can Generative AI really make your life easier—or are we at risk of outsourcing our thinking?

In this episode of The Generative Edge, Stephanie Cohen and Brandon Eychaner (Deloitte Central Europe) explore the top three ways people are using GenAI in their daily lives:

• Content creation (emails, LinkedIn posts, brainstorming ideas)

• Summarization (transcripts, reports, meeting notes)

• Question answering (especially with large documents or tools like ChatGPT)

They also discuss the common pitfalls that come with over-relying on these tools, including:

• Generic, repetitive content

• Loss of creative confidence and “learned helplessness”

• AI hallucinations and lack of factual accuracy

• The risk of summarizing summaries to the point of losing meaning

You’ll come away with a better understanding of what GenAI can and can’t do—and how to use it responsibly without losing your unique perspective.

Whether you’re new to GenAI or already using it every day, this conversation will help you stay productive, creative, and in control.

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Technology may kick off the GenAI journey—but it’s your people who determine whether it actually works.

In this episode, Donovan Spronk and Brandon Eychaner (Deloitte Central Europe) are joined by Hella Steinbrecher, a Senior Manager in Organizational Transformation in Human Capital from Deloitte Germany, to explore what most GenAI strategies overlook: trust, culture, and change management. From building workforce buy-in to measuring adoption KPIs, Hella shares hard-won lessons from large-scale GenAI transformations where people-first thinking made all the difference.

Whether you’re a C-suite leader or managing a transformation team, this conversation will challenge how you think about GenAI and give you the tools to lead it better.

• Why GenAI adoption fails without trust

• How to embed change management from day one

• What metrics really matter in people-led transformation

• The overlooked role of middle management

• How to build a culture that embraces AI—not fears it

Forget the tech-first mindset—this is the GenAI playbook every leader needs.

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