- Dienstag
24.06. - Mittwoch
25.06. - Donnerstag
26.06.
In logistics, scalability and reliability are essential. Load testing ensures performance under growing demands, but manual analysis is time-consuming and overlooks critical factors like latency and resource use.
Learn how we integrated AI into load test analysis to automate result evaluations. AI analyzes complex data, providing actionable insights and identifying issues like memory leaks and CPU inefficiencies. This approach helps us scale quickly, meeting resilience goals and maintaining 95%…
This session explores the challenges and opportunities of applying AI in regulated industries, focusing on software development for compliance-critical environments. Using our cloud-native diagnostics platform as a case study, I will demonstrate how we achieved AI-driven USPs, addressing the needs of customers in highly regulated sectors. The session will also explore future applications of AI in fields like crime scene investigation.
Target Audience: IT and Business Leaders of Regulated…
As data-driven decision-making becomes central to modern businesses, implementing the principles of a DataMesh seems like the ideal path. But what happens when architectural ideals meet the complex realities of scaling an enterprise data platform?
Join us as we unpack the journey of building a data platform inspired by DataMesh. We’ll explore how we started with a theoretical foundation and made deliberate, practical deviations to address real-world challenges.
We will walk you through the tech…
Building a AI driven Chat bot for End/Power users on top of the enterprise knowledge graph
Target Audience: BI - Professionals, which want to dig into AI
Prerequisites: BI AND /OR AI background
Level: Advanced
Extended Abstract:
RAG for AI is like ETL for BI. With RAG, you can seamlessly integrate your BI platforms into custom chatbots using the LLM of your choice. However, RAG remains relatively unfamiliar to many BI teams. To address this, we must build a stronger connection between BI and data…
AI agents are moving from labs into the real world – automating workflows, orchestrating tools and proprietary data sources, and making decisions autonomously.
But how do you move beyond theoretical hype and actually build, deploy, and scale agentic AI systems?
In this hands-on workshop, we’ll explore the practical side of agentic AI: what works, what doesn’t, and how to avoid common pitfalls. You’ll work with real-world tools and frameworks, see agent architectures in action, and prototype your…
As modern data ecosystems grow more complex, the need for scalable, governed architectures has never been greater. In this hands-on workshop, discover how WhereScape automates the creation of a Data Vault on Databricks—cutting down development time and reducing manual effort.
You'll learn how to:
- Align your data strategy with today’s analytics demands
- Build scalable data models using the Data Vault methodology
- Leverage Delta Lake for improved data quality and performance
- Implement governance,…
Traditional Retrieval Augmented Generation (RAG) relies on semantic search to retrieve relevant information from unstructured text documents. However, additional details based on relationships between data entities, which may not be semantically connected in general but are connected in the document, can make the search and generation more accurate. Graph RAG explicitly extracts entities and relationships from the unstructured text and represents them as a structured knowledge graph.
Target…
As modern data ecosystems grow more complex, the need for scalable, governed architectures has never been greater. In this hands-on workshop, discover how WhereScape automates the creation of a Data Vault on Databricks—cutting down development time and reducing manual effort.
You'll learn how to:
- Align your data strategy with today’s analytics demands
- Build scalable data models using the Data Vault methodology
- Leverage Delta Lake for improved data quality and performance
- Implement governance,…
Data-driven business models are prevalent across industries. Data systems have evolved from relational databases via NoSQL and Big Data to near real-time data processing. Data streaming requires rethinking conventional paradigms. The rise of AI/ML adds complexity, requiring MLOps to bridge engineering and science. Building cost-effective, future-proof platforms involves technical and non-technical perspectives. This talk maps challenges in real-time data architecture and AI, offering insights…
Lasst den ersten Konferenztag bei kühlen Getränken und guten Gesprächen ausklingen.
In this session, we explore Vodafone Germany's ambitious data governance transformation in one of the most complex and highly regulated industries—telecommunications. With thousands of interconnected business processes and Germany's unique regulatory environment, this initiative showcases how a top-down data strategy can enable scalable, compliant, and business-aligned governance.
Vodafone Germany approached data governance as a strategic, enterprise-wide program—anchored in strong leadership…
AI enhances mobility infrastructure by detecting damage to roads, rails, cars, and cable cars early using AI algorithms. Analyzing high-frequency vibration data helps identify anomalies and wear patterns, preventing costly failures. Modern edge AI and cloud technologies enable cost-efficient, scalable systems. Real project examples show how these technologies reduce costs, increase availability, and optimize maintenance processes.
Target Audience: Infrastructure Managers and Engineers,…
How successful is our content on traditional television compared to our streaming platform, Joyn? And how do we ensure that as many viewers as possible tune in? These are just a few examples of key business questions that we answer using our Data Warehouse.
In this presentation, we will take a closer look at our BI transformation and demonstrate how we have successfully implemented "agility" in the context of data warehousing within a multi-team setup. In addition to innovative approaches to…
As of September 2025, the EU Data Act will extend regulatory coverage from privacy to product data, targeting connected products and related services, such as cars generating sensor data. With well-organized data, the new obligations for manufacturers active in the EU market will be straightforward. Conversely, organizations with a lower degree of data maturity may well use the regulation as a vehicle to better control their data estate.
Target Audience: Data Professionals with touchpoints to…
The fourth industrial revolution is fueled by AI and data. This talk will describe how to create and consume data products leveraging capabilities of Generative AI. Empowering knowledge workers with self-service access to data is an essential capability of a modern enterprise. Robust metadata and a framework for Minimum Viable Governance (MVG) is at the heart of trusted AI. The use of Generative AI to automate creation of data products will be discussed along with critical techniques to…
The large international corporations Bosch and MAHLE are increasingly discovering communities as an important component of a successful data strategy. The development and implementation of a holistic data strategy is a particular challenge, especially with international teams. This challenge is due, on the one hand, to the international nature of the organization and, on the other, to the enormous range of products and markets. The involvement of different stakeholders in the form of communities…
Led by Informatica and Accenture
In this interactive workshop, attendees will explore how robust, governed data serves as the cornerstone for scalable AI solutions through interactive discussions led by experts from Informatica and Accenture.
Learn how AI technologies are revolutionising data management and discuss the latest trends in data and AI, implementation best practices, successful use cases, and more.
Join us for this engaging and fun learning experience.
Highly developed civilizations achieve remarkable outcomes through seemingly small contributions by individuals and collaboration. The same applies to organizations and data governance. This session draws parallels between the development of civilizations and operationalizing effective data governance and how both can be interconnected. We cover common pitfalls, how AI agents can add business value for and with the foundation of everything: data excellence, and how to convert data quality from a…
Die nahtlose Integration von SAP-Daten in offene, skalierbare Datenplattformen ist ein entscheidender Erfolgsfaktor für moderne Data- & Analytics-Initiativen. In diesem Vortrag zeigen wir, wie sich SAP Business Data Cloud, SAP Databricks und Databricks technisch verbinden lassen, um eine zukunftsfähige Lakehouse-Architektur zu realisieren. Wir beleuchten Stolpersteine, Governance-Herausforderungen und geben Ihnen konkrete sowie praxisnahe Einblicke für die Umsetzung einer zukunftssicheren Data &…
To implement the Once-Only principle, we are required to introduce a strictly register-centered data management for the entire administration. The aim is to achieve broad data interoperability between registers and information systems. This talk will illustrate our ongoing, comprehensive change process from an organizationally grown data management to a modern, register-centered, standardized data management based on harmonization. We highlight the necessary building blocks that facilitate such…
About 3.5 years ago the Data Quality & Governance Journey was launched under the umbrella of the Data Strategy & Transformation Programme for the Lufthansa Group. Establishing data as corporate asset and thus making data usage more efficient is setting the foundation for a data- and AI-driven company as the main objective. After having focused on developing the Data Quality & Governance framework now the attention has shifted towards the data user enablement, i.e. making Data Quality &…
Supper & Supper is a leading AI solution provider specializing in agriculture, crop science, and sustainability. In this presentation, we will showcase how artificial intelligence is transforming agriculture and providing solutions to the pressing challenges of the future. Through practical use cases, such as precise residue analysis, early warning systems, plant disease detection, and smart resource optimization, we demonstrate how our AI technologies enable more sustainable and efficient…
As part of the Green Deal announced by the European Commission, digital product passports (DPPs) are here to stay. They have the potential to create business value that goes beyond legal compliance. However, numerous challenges have to be mastered by the organizations before successfully launching DPPs. Yet, the solution space for DPPs is still barely defined. The session aims to showcase the state of research on known challenges and design principles to mitigate them to master the…
Der Data Catalog als ein populäres Tool zur Datendemokratisierung erfreut sich großer Beliebtheit. Daten können dort einem breiten Spektrum an Usern z.B. in Form von Datenprodukten zur Verfügung gestellt werden. Gemäß dem Motto „Garbage in, Garbage out“ ist die Qualität eine der wichtigsten Eigenschaften von Daten. Mithilfe eines Prototyps stellen wir ein holistisches Konzept vor, das Datenqualität flexibel anhand selbstdefinierter Dimensionen mit jeweils mehreren Metriken quantifizierbar macht.
…The presentation discusses the transformation of a traditionally hierarchical data department at 1&1 Versatel into an agile data organization. The target model is the Spotify model. Currently, we are in phase 3 of the transformation. The presentation will highlight and discuss the experiences and insights from the individual phases.
Target Audience: data manager, data leaders, product owner, chapter leads, tribe leads
Prerequisites: Basic understanding of the spotify model
Level: Basic
Extended…
What started as "just implement four image generation use cases" turned into a journey of technical nightmares, stakeholder frustration, and seemingly impossible challenges. We will share how our expectations of "just use a GenAI model" crashed into reality when dealing with product visualization, semantic editing, and brand consistency. Experience our rollercoaster of CUDA dependency issues, model limitations, and how persistence (and some creative problem-solving) finally got us there.
Target…
Finance im Fokus: Innovation trifft Austausch
Der TDWI Themenzirkel mit dem Branchenfokus Finanzindustrie lädt im Rahmen der TDWI München zur Branchensession ein! Gemeinsam werfen wir einen Blick auf innovative Anwendungsfälle aus Banken und Versicherungen – praxisnah, zukunftsweisend und mit Raum für echten Austausch unter Expert:innen der Finanzindustrie. Seid dabei und bringt eure Perspektiven mit ein!