Hotel Metropol, Belgrade
17th-21st November 2025
DSC Europe 25 SCHEDULE
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Ivo Andric B
Generative AI,
Decision Intelligence
Trusting the Unknown: Practical Approaches to Uncertainty in Generative AI
Generative AI
Generative AI systems are remarkably good at producing fluent answers—even when those answers are wrong. This overconfidence creates a critical challenge: how can we measure and communicate uncertainty in GenAI outputs?
In this talk, we will explore the key ideas and practical approaches for quantifying uncertainty in large language models and generative systems. We’ll look at a range of strategies—such as probability signals, sampling, verification, and grounding—and discuss their strengths and trade-offs.
Through real-world examples, from classification tasks to AI agents, we’ll show how uncertainty estimation can improve trust, guide human-AI collaboration, and enable safer deployments in high-stakes domains.
12:00
–
12:30
Trusting the Unknown: Practical Approaches to Uncertainty in Generative AI
Jean Americo Tome
Principal AI Engineer @ symphony.is
Ivo Andric A
Data Platforms,
Big Data
Analytics
How To Teach Your AI Football? An Argument for Event Sourcing
Technical talk
Beginner to Intermediate
We don’t watch sports just for the final score. We watch for the drama that unfolds in every pass, every sprint, every gasp from the crowd. We don’t watch the statistics. We watch the game, the tension, the turning points. Now imagine asking your LLM to replay that game. With only the statistics, it might give you the skeleton. With the commentary transcript, it can start to breathe life into it: the roar after a goal, the hush before a penalty, the sudden shift in momentum. As analysts, we are storytellers. Event sourcing is how we make the data tell the whole story.
15:15
–
15:45
How To Teach Your AI Football? An Argument for Event Sourcing
Tamas Srancsik
Data Analyst @ Amazon
From Insight to Oversight: AI-Driven Power BI Monitoring using REST API integration
Power BI has become a cornerstone of enterprise analytics, enabling self-service reporting, real-time insights, and agile decision-making. Yet as organizations scale to hundreds or thousands of reports, datasets, and users, they face growing challenges: sustaining performance, ensuring governance, managing costs, and keeping analytics aligned with business priorities. Without structured oversight, even the most advanced analytics environment can become cluttered, inefficient, and less trusted by decision-makers.
This session presents a strategic, AI-enhanced framework for monitoring and managing Power BI environments. By combining the Power BI REST API and AI models together with modern Azure services, organizations can transform raw usage data, metadata, and report lineage into actionable insights that drive better decisions. AI techniques play a key role in spotting unusual usage patterns, predicting future demand, and highlighting potential risks before they escalate empowering teams to act early rather than react to problems after the fact.
Through real-world examples, I will show how this approach improves operational efficiency, strengthens governance, and optimizes both capacity and licensing. Attendees will leave with a clear vision of how to establish scalable, intelligent monitoring practices that protect their investment in Power BI, build user trust and create a culture of continuous improvement in analytics.
15:45
–
16:15
From Insight to Oversight: AI-Driven Power BI Monitoring using REST API integration
Gordana Milutinovic Dumbelovic
BI Team Lead @ Global engineering technologies
TESLA B – DSC:X
Deep Learning,
ML Application
Adopting Generative AI Capabilities Into the Enterprise
AI Strategy
Transformational talk
Intermediate
Generative AI presents tremendous opportunities, but most companies are trapped in the research cycle. We are faced with a change management conundrum like never before. Jim draws on lessons from the computer revolution, digital transformation, the mobile revolution, and Robotic Process Automation, to deliver a rational roadmap for the adoption of generative AI capabilities. It’s a transformation blueprint from executive alignment to measuring the impact of new projects. Forming an AI Council, setting policies and guidelines, rolling out training, and new ways to measure the business value of new projects will set you up to successfully integrate generative AI into your processes, products, and services.
You will take home a formal step-by-step plan for GenAI adoption
You will be prepared to participate in your organization’s transformation
You will be able to help those around you manage their fears and mitigate risk
10:30
–
11:00
Adopting Generative AI Capabilities Into the Enterprise
Jim Sterne
Target Marketing of Santa Barbara
Scaling AI in Banking – Our Strategic Journey
AI Strategy
Use case, Solution showcase, Transformational talk
Intermediate
Discover how Raiffeisen bank is navigating the evolving landscape of AI—from early experimentation to strategic integration. This session will share insights, challenges, and forward-looking themes that are shaping the next chapter of AI adoption in financial services.
11:00
–
11:30
Scaling AI in Banking – Our Strategic Journey
Predrag Maletic
AI Products Tribe Lead @ Raiffeisen bank
KEYNOTE: Data Doesn’t Lie… But Does It Pay?
Keynote
Transformational talk
Advanced
Everyone says data doesn’t lie — but turning data into real business value requires more than setting up AI agents, dashboards and KPIs. This talk explores how organizations can move beyond simply collecting insights to building a culture where data truly drives decisions, shapes behavior, and pays off in measurable impact. We’ll share lessons, challenges, and practical steps to shift mindsets, bridge the gap between data and people, and unlock the real return on data.
13:15
–
14:00
KEYNOTE: Data Doesn’t Lie… But Does It Pay?
Siegfried Jaeken
Data & AI Managing Director @ Accenture
15:15
–
15:45
From Pilot to Powerhouse: Scaling AI for Real Business Impact
Mirna Malaeb
Thought Leader, Advisor & Public Speaker
* this program is not final and is subject to change, full schedule will be available soon