Daniel Spoo

I´m happy to share, that I will be part of the Hymmen GmbH Maschinen- und Anlagenbau Techdays on Oct. 8th and 9th. As guest speaker I will provide an overview of how #businessintelligence tools can be used to take #productioncontrolling to a new level. #cimaachen #fabrikleistung #produktionscontrolling #bi #powerbi #powerapps #digitalisierung #kennzahlen #kpi

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One of the biggest challenges in planning and reporting is the targeted preparation of statements to the management level based on the data and, above all, the comments. Controllers spend hours and days sifting through data and text, processing and summarizing reports to enable their superiors to make intelligent decisions. The problem: while numerical values are added and subtracted by their planning-software and the totals can be understood by their components, the problem with comments is the interpretation, language, quality and how to consolidate them and work them to a presentable message. You don't want to simply consolidate the comments or pick out individual ones and neglect others. In the end, business decisions should be made on the basis of all applicable data and comments and not just a fraction of it. To find a solution to this issue, what could be more obvious than to make use of modern generative AI methods? In our specific case with IBM Planning Analytics, we use our Jupyter Lab (GMC² PACO HUB) and connect the TM1 data model with freely available LLMs such as Gemma, Llama3, Mixtral, etc. via TM1py - but of course watsonx or the current GPT-4o are no problem either. There we generate management summaries automatically, or at the push of a button from PAW, across any level of the multidimensional data cube. The highlight: it is completely irrelevant in which language the comments were written and in which language I want the comments to be displayed - the translation can be taken over at the same time and populated on another layer of my TM1-model. And all of this neatly integrated with IBM Planning Analytics and the use of open source software. This makes it easy to get a taste of the world of generative AI with a focus on planning and reporting. We discuss this in our latest blog-entry in more detail. https://lnkd.in/e_sx2V3k The text of the blog is in german language, but I guess you already know of some neat-translation-solutions. GMC² GmbH IBM #ibmplanninganalytics #planninganalytics #tm1 #genai #managementsummary #predictiveanalytics #machinelearning

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Maximilian Schackow and I discussed the keys to unlocking higher efficiency in the industry with sales & service automation strategies. Take a look at the article on #Industrieanzeiger for more insights and let me know what you think! 😉

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From early #AI investments to sustainable innovations, we at Schneider Electric are reshaping the future of energy management. We do energy management and automation technology, combining them with digitalization. Dive into the Handelsblatt article to learn more about our vision: http://spr.ly/6042d9cvI #Digitalization #EnergyManagement

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A new reality is emerging for heavy industries in Europe as the indroduction of CO2 taxes and CBAM looms. We will see many more M&A transactions among energy companies and steel mills (it also applies to chemical and cement industries) as competition for ETS quotes will result in highly increased carbon prices. #steel #carbontax #Thyssenkrupp

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❓❓ What can I believe ❓❓ The rise of (generative) #AI has opened tons of opportunities for us to ✅ augment our intelligence, ✅ get decision support, ✅ get help in discovering new insights and ✅ better interact with employees and consumers. However, unfortunately is has also opened a lot of opportunities for ❌ mis-use of the technology (which has happened to almost every technology before). #Desinformation is only one very severe possibility where AI can be used by people who deliberately want to deceive us 🤥, manipulate us 😮 and even want to influence elections 😤. Therefore, we are more than happy to join the "Bavarian Alliance against Desinformation" alongside many other tech and industry companies. Thanks to the Bayerisches Staatsministerium für Digitales and the Bayerisches Innenministerium for starting this initiative. Especially this year with so many elections - but in general always - it's really important to fight false information. More information here 👇 https://lnkd.in/eDkh_ycp #generativeAI #leadership #democracy Rolf Löwisch IBM

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Continuous and lifelong learning has always been and still is one of my biggest drivers.

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