Governance Is Broken — Lauren Maffeo on Fixing It From the Ground Up

Governance Is Broken — Lauren Maffeo on Fixing It From the Ground Up

IN THIS ENGAGING EPISODE OF DATA STRATEGY GURU'S, LAUREN MAFFEO JOINS YVES MULKERS TO EXPLORE THE CRITICAL ROLE OF AI GOVERNANCE AND DATA STRATEGY. TOGETHER, THEY DIVE INTO PRACTICAL APPROACHES FOR DESIGNING DATA GOVERNANCE "FROM THE GROUND UP," THE INTERPLAY BETWEEN HUMAN-CENTERED DESIGN AND DATA PROCESSES, AND HOW TO ALIGN DATA STRATEGIES WITH BUSINESS GOALS. THEY ALSO UNPACK THE TRANSFORMATIVE INFLUENCE OF GENERATIVE AI AND DISCUSS EMPOWERING ORGANIZATIONS TO LEVERAGE AI RESPONSIBLY WHILE FOSTERING TRUST AND EFFICIENCY. DON’T MISS THIS INSIGHTFUL CONVERSATION PACKED WITH ACTIONABLE TIPS AND FORWARD-THINKING IDEAS! Lauren Maffeo’s career journey is a testament to adaptability and seizing opportunity amid challenging circumstances. With a strong foundation in liberal arts, Lauren pursued her passion for media and communications through both her bachelor’s and master’s degrees, focusing on rhetoric and propaganda. She gained hands-on experience through internships across radio, television, and digital media, envisioning a future in journalism. However, the 2008 recession, coupled with a sharp decline in ad revenue and the rapid rise of tech companies, drastically reshaped the media landscape. DETERMINED TO ADAPT, LAUREN TRANSITIONED INTO FREELANCE TECH REPORTING AFTER COMPLETING HER GRADUATE STUDIES IN LONDON. IMMERSED IN EUROPE’S BURGEONING STARTUP ECOSYSTEM, SHE CONTRIBUTED TO LEADING OUTLETS SUCH AS THE GUARDIAN AND THE NEXT WEB, COVERING THE DYNAMIC EVOLUTION OF THE TECH SECTOR. HER ABILITY TO PIVOT HER SKILLS AND THRIVE IN A TRANSFORMING INDUSTRY HIGHLIGHTS HER RESILIENCE AND EXPERTISE IN NAVIGATING THE INTERSECTION OF MEDIA AND TECHNOLOGY. [00:00] From Media to Tech Reporting [05:56] Data Governance Challenges Unveiled [08:12] Building Ground-Up Data Governance [13:35] Balancing AI Governance and Mission [14:58] Data Governance as Design Challenge [18:39] Practical Data Governance Alignment [25:00] AI-Driven Data Query Efficiency [27:28] Notebook LLMs for Data Insights [30:12] Equitable AI Access and Governance [34:13] Data Mesh: A Human Network [36:20] Product-Driven AI with Guardrails [39:50] Thanks for Joining Us ► Read the full article here: - I'm Yves Mulkers, a Data strategist, specialised in Data Integration. I have a wide focus and domain expertise on All Things Data . My skillset ranges from the Bits and Bytes up to the strategic level on how to be competitive with Data and how to optimise business processes. -- Read our Latest Articles Here: ► http://7wd.at/2292616 [http://7wd.at/2292616] ► Follow our Data Journey on Youtube http://7wd.at/2326c94 [http://7wd.at/2326c94] ► Subscribe to the @7w Data channel here: http://7wd.at/1ec7d84 [http://7wd.at/1ec7d84] — ► OUR COMPANY: 7wData is a data management firm that was born out of a passion and respect for technology. We offer software and hardware product-based businesses unique solutions surrounding disruptive data management technologies. The experience of founder Yves Mulkers allows us to deliver especially exceptional service in BigData, Cloud, sustainability, and more. When you work with us, our firm provides exposure and visibility to niche omni channel audiences and creates company-specific content to better market your brand. All numbers and information is provided so that you know how to best allocate your budget. We pride ourselves on honesty, transparency, and commitment to personal growth.

Demistifying AI Ft. Angelika Klidas

In this episode of the Data Strategy Gurus Podcast, hosts Yves Mulkers and Angelika Klidas dive into the fascinating world of AI literacy. As AI continues to rise in prominence, the conversation explores the significance of AI literacy and its distinctions from data literacy. Angelika shares insights on why the term "AI literacy" may be more of a marketing strategy and emphasizes the importance of understanding the implications, governance, and ethical discussions involved in AI. Yves and Angelika discuss the intertwined nature of data literacy and AI literacy, highlighting that working effectively with AI solutions requires a solid foundation in data management and governance. As they unravel the complexities of AI literacy, this episode guides listeners on how to navigate the data and AI landscape, offering valuable takeaways and insights on fostering an informed approach to AI adoption. ---------------------------------------- Angelika Klidas embarked on a journey into the world of data literacy around six years ago, when she was instrumental in developing innovative programs in marketing data literacy. Her passion for fostering understanding in this domain set the groundwork for her subsequent endeavors in AI education. The launch of OpenAI's large language model on November 30, 2022, marked a significant milestone in the AI landscape, sparking widespread interest and discussions about AI's novelty. However, with her extensive background, Angelika perceives AI as a long-standing field rather than a new phenomenon. As conversations about AI literacy gained traction, Angelika contributed her insights, expressing a nuanced perspective that challenges the appropriateness of the term "AI." Her work continues to influence discussions on how best to integrate and understand AI in contemporary contexts. ---------------------------------------- [00:00] Intro [00:15] Defining AI Literacy [04:24] Rethinking AI: Literacy vs. Adoption [08:01] Rethinking "Data and AI Literacy" [11:38] Prompt Crafting Challenges [14:05] AI Contextual Awareness Challenges [17:15] What's next for AI ---------------------------------------- ► Read the full article here: - I'm Yves Mulkers, a Data strategist, specialised in Data Integration. I have a wide focus and domain expertise on All Things Data . My skillset ranges from the Bits and Bytes up to the strategic level on how to be competitive with Data and how to optimise business processes. -- Read our Latest Articles Here: ► http://7wd.at/2292616 [http://7wd.at/2292616] ► Follow our Data Journey on Youtube http://7wd.at/2326c94 [http://7wd.at/2326c94] ► Subscribe to the @7w Data channel here: http://7wd.at/1ec7d84 [http://7wd.at/1ec7d84] — ► OUR COMPANY: 7wData is a data management firm that was born out of a passion and respect for technology. We offer software and hardware product-based businesses unique solutions surrounding disruptive data management technologies. The experience of founder Yves Mulkers allows us to deliver especially exceptional service in BigData, Cloud, sustainability, and more. When you work with us, our firm provides exposure and visibility to niche omni channel audiences and creates company-specific content to better market your brand. All numbers and information is provided so that you know how to best allocate your budget. We pride ourselves on honesty, transparency, and commitment to personal growth. ---------------------------------------- ► Follow me online here: LinkedIn: https://www.linkedin.com/in/yves-mulkers [https://www.linkedin.com/in/yves-mulkers] Twitter: http://twitter.com/yvesmulkers [http://twitter.com/yvesmulkers] Twitter: http://twitter.com/7wData [http://twitter.com/7wData] Instagram: http://instagram.com/yvesmulkers [http://instagram.com/yvesmulkers] Facebook: http://facebook.com/yvesmulkers [http://facebook.com/yvesmulkers] Website: http://7wData.be [http://7wData.be] Our AI Group: http://7wd.at/aiconnect [http://7wd.at/aiconnect]

How AI Is Transforming Data Management and Decision Making Ft Matthieu Jonglez (Progress)

Today your host Yves Mulkers brings you an exciting episode titled 'How AI Is Transforming Data Management and Decision Making' and Matthieu Jonglez, VP of Technology at Progress is here to share his wealth of knowledge. In this enlightening discussion, Matthieu elaborates on the capabilities of MarkLogic in data and metadata management. He explores the crucial balance between IT stability and agile data projects. OUR CONVERSATION TAKES A DEEP DIVE INTO THE INTERSECTION OF AI AND DATA, HOW VARIOUS VERSIONS OF TRUTH EXIST IN DATA DUE TO USER VARIATIONS, AND THE WEIGHT OF DATA QUALITY IN GENERATIVE AI PROJECTS. STAY TUNED AS WE DECODE THE FUTURE OF DATA MANAGEMENT AND AI WITH MATTHIEU JONGLEZ, RIGHT HERE ON DATA STRATEGY GURU'S PODCAST. MATTHIEU JONGLEZ IS AN ENTREPRENEURIAL PROFESSIONAL WITH A PASSION AND EXTENSIVE BACKGROUND IN STRUCTURED DATA. HIS JOURNEY IN THE DATA MANAGEMENT DOMAIN STARTED IN 1999, WHEN HE CO-FOUNDED A STARTUP FOCUSING ON DATA MANAGEMENT AND EXCHANGE IN THE MANUFACTURING SUPPLY CHAIN. SINCE THEN, JONGLEZ HAS ALWAYS APPROACHED DATA WITH AN OPERATIONALIZED PERSPECTIVE, STUDYING DIFFERENT WAYS TO EMPLOY, LEVERAGE, AND STREAMLINE DATA TO ENHANCE DIFFERENT ASPECTS OF A BUSINESS. OVER THE YEARS, HE HAS BROADENED HIS EXPERTISE BY EXAMINING DIVERSE DATA-RELATED AREAS, SUCH AS SEARCH ENGINE TAXONOMY, ONTOLOGY MANAGEMENT CLASSIFICATION, METADATA MANAGEMENT, AND KNOWLEDGE GRAPH. DOMINATED BY A PRAGMATIC MINDSET, JONGLEZ'S ULTIMATE GOAL IS TO ASSIST INDIVIDUALS AND BUSINESSES IN UNDERSTANDING AND EFFECTIVELY UTILIZING THEIR DATA FOR OPTIMIZED RESULTS. [00:00] Intro [00:01] Balancing technology use with practical business solutions. [06:30] Data-driven process optimization and customer micro-targeting. [10:14] Smart data and metadata management for all. [13:58] Seamless data modeling without altering software configuration. [18:00] Generative AI fuels need for better data. [19:08] Precise, secure data management essential for AI. [24:09] Balancing innovation speed with security in development. [28:49] Focus on data quality, governance, and operational security. [30:22] Technology choices increase complexity, vendors provide blueprints. [33:26] Democratizing data management for informed decision-making. [38:27] Successful, nontraditional project led to key insights. [41:37] Thanks for listening; please subscribe and share!

Navigating the Data-Driven Path to Smart Mobility ft. Rob Roemers

Welcome to a riveting episode of "Data Strategy Guru's!" In today's episode, our host Yves Mulkers is joined by Rob Roemers, a leader in the data analytics space specializing in public transport operations. Rob provides profound insight into how digital twins are transforming the management of people flow in public transportation, the challenges associated with transitioning to electric buses, and the exciting potential of large language models in data management. He also discusses innovative European initiatives in data management for public transportation and shares his personal journey in the data analytics field. Hit the thumbs up button if you find value in our conversation, and don't forget to subscribe and share the podcast. Let's together drive innovation in industry! Enjoy the show! ROB ROEMERS IS AN INFLUENTIAL FIGURE WITHIN THE BRUSSELS PUBLIC TRANSPORT OPERATOR, MVBE. DESPITE THE ORGANIZATION'S HUMBLE BEGINNINGS OF HORSE-DRIVEN TRAMS, IT HAS EVOLVED TO BECOME A MODERN PROVIDER OF BUS, TRAM, AND METRO SERVICES. ROEMERS PLAYED A ROLE IN SIGNIFICANT OPERATIONS SUCH AS SCHEDULING AND RESOURCE PLANNING, ALTHOUGH HE DOESN'T LAY CLAIM TO INTRODUCING DATA ANALYTICS TO THE COMPANY. CORE TO THE ORGANIZATION AND ROEMERS' WORK ETHIC IS AN ENGINEERING-DRIVEN PERSPECTIVE, WHICH IS REFLECTED IN THEIR EXPANSIVE TRANSPORT SYSTEM, INCLUDING THEIR METRO CONSTRUCTION EFFORTS. [00:00] Intro [00:30] Brussels public transport - history, engineering, development. [04:16] Overcoming engineering-driven culture to embrace data. [06:12] Debate over cloud storage for vehicle data. [10:11] Insight-driven company focuses on data utilization. [12:48] Analyze data, find what's already known. [18:37] Exploring partnership opportunities, sharing knowledge, and collaboration. [19:31] Mobib card, consulting for unified public transport data. [25:48] Ongoing discussion on data and change management. [28:10] Focused on revenue, delivered value, achieved success. [30:16] Focused on self-service analytics, streamlining report creation. [33:23] Used data from different Belgian companies for innovation. [39:09] Leveraging digital twin technology for urban planning. [40:48] Monitoring people flow for efficient metro planning. [45:21] EU pushing for integrated multi-modal transport. [47:37] Exploring value of data management in chat. [50:53] Language model companies facing low profit margins. [55:56] Wrap up and thanks.

Data Lakes to Real-Time Analysis: A New Approach with Knowi Ft. Jay Gopalakrishnan

In this insightful episode of Data Strategy Guru's, host Yves Mulkers talks with Jay Gopalakrishnan from Knowi.com. They delve into a comprehensive dialogue on leveraging Slack and Teams for efficient data interaction, setting up datasets as business entities, and the prowess of using large language models for digital transformation. They further discuss the challenge of unifying structured and unstructured data, and the crucial concept of data strategy involving runtime queries and database write functionality. Complex, detailed, and insightful, this conversation will challenge your understanding of data strategy in the modern digital landscape. ---------------------------------------- Jay Gopalakrishnan is the brain behind Knowi.com, a leading data analytics platform. His journey began back in 2014 when he was serving as head of product engineering at chemical demand force. Dealing with 19 different data silos, Jay was faced with the challenge of providing a unified view of disparate data sources for the purpose of creating embedded analytics products for clients. The prevalent market advice was to centralize the data, perform transformation and then analysis, a process that would consume tremendous resources and time. Displeased with this proposition, Jay saw an opportunity to create a more effective, efficient solution, leading to the inception of Knowi.com. Years later, Jay's innovative vision still holds relevant in the ever-evolving data landscape. [00:00] Knowi founded in 2014, faced data challenges. [03:41] Data set as a service: virtualization and control. [07:03] Flexibility in moving and querying your data. [12:17] Creating, validating, querying, transforming, securing data sets. [14:55] Custom alerts, transformations, reports, machine learning, actions. [19:36] Developing mechanism to ingest, merge structured data. [22:02] NLP used for specific data set queries. [27:30] AI tool simplifies creating, understanding database queries. [28:33] Enhance, merge, and analyze data set efficiently. [34:30] Specify date format, setup analytics, visualize data. [36:50] Creating dashboards, insights using AI from data. [39:17] LLMs predict next word, but have limitations. [43:21] Logging columns, air tables, data preservation, forecasting limitations. [46:36] Slack and Teams integration for company operations. [51:26] Exploring digital transformation, privacy, and language models. [53:30] Summarizing complex PDF content without thorough reading. [56:36] Exploring LLM and LangChain for language models. ---------------------------------------- ► Read the full article here: - I'm Yves Mulkers, a Data strategist, specialised in Data Integration. I have a wide focus and domain expertise on All Things Data . My skillset ranges from the Bits and Bytes up to the strategic level on how to be competitive with Data and how to optimise business processes. -- Read our Latest Articles Here: ► http://7wd.at/2292616 [http://7wd.at/2292616] ► Follow our Data Journey on Youtube http://7wd.at/2326c94 [http://7wd.at/2326c94] ► Subscribe to the @7w Data channel here: http://7wd.at/1ec7d84 [http://7wd.at/1ec7d84] — ► OUR COMPANY: 7wData is a data management firm that was born out of a passion and respect for technology. We offer software and hardware product-based businesses unique solutions surrounding disruptive data management technologies. The experience of founder Yves Mulkers allows us to deliver especially exceptional service in BigData, Cloud, sustainability, and more. When you work with us, our firm provides exposure and visibility to niche omni channel audiences and creates company-specific content to better market your brand. All numbers and information is provided so that you know how to best allocate your budget. We pride ourselves on honesty, transparency, and commitment to personal growth. ---------------------------------------- ► Follow me online here: LinkedIn: https://www.linkedin.com/in/yves-mulkers [https://www.linkedin.com/in/yves-mulkers] Twitter: http://twitter.com/yvesmulkers [http://twitter.com/yvesmulkers] Twitter: http://twitter.com/7wData [http://twitter.com/7wData] Instagram: http://instagram.com/yvesmulkers [http://instagram.com/yvesmulkers] Facebook: http://facebook.com/yvesmulkers [http://facebook.com/yvesmulkers] Website: http://7wData.be [http://7wData.be] Our AI Group: http://7wd.at/aiconnect [http://7wd.at/aiconnect]