#dataarchitecture — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #dataarchitecture, aggregated by home.social.
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Data sovereignty means more than just data availability 🔐
It means
• Control over the data model
• Integration across systems
• Transparency throughout the product lifecycleOnly then can true digital sovereignty be achieved. We’ve summarised here why this is particularly relevant for PET manufacturers.
👉 Read our article "Digital sovereignty in the PET industry” https://t1p.de/irvh1
#PETnology #PETIndustry #ProductData #DigitalSovereignty #Pimcore #DataArchitecture #ProductInformationManagement #PIM
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Digital sovereignty isn’t just a buzzword ⚡️
Digital sovereignty often sounds like a political issue. For manufacturers in the PET industry, however, it’s a very practical question:
• Who controls my product data?
• Who can analyse it?
• Who decides on its structure?This question is becoming increasingly important, particularly when it comes to sustainability data. We’ve looked at why data sovereignty is becoming a competitive issue.
👉 Read our article "Digital sovereignty in the PET industry” https://t1p.de/irvh1
#PETnology #PETIndustry #ProductData #DigitalSovereignty #Pimcore #DataArchitecture #ProductInformationManagement #PIM
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Caffeine.ai vs Replit: Why I Switched My Vibe Coding to the Internet Computer https://www.madebyagents.com/blog/caffeine-ai-vs-replit?utm_source=dlvr.it&utm_medium=mastodon #ArtificialIntelligence #MachineLearning #DataScience #AIArchitecture #MLOps #DataArchitecture #GenerativeAI #CloudComputing
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Digital sovereignty in the PET industry 🤖
Thinking about processes, data and systems as a wholeMany companies believe that all they need is the right software. However, data problems are rarely purely software-related. They are architectural problems. 🛠️
True data quality can only be achieved when processes and systems are considered together. This is why we prefer to talk about data architecture rather than tools. 📊
👉 Read our new article "Digital sovereignty in the PET industry” https://t1p.de/irvh1
#PETnology #PETIndustry #ProductData #DigitalSovereignty #Pimcore #DataArchitecture #ProductInformationManagement #PIM
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AI won’t fix your data.
At PETnology 2026 (10–11 June, Lake Zurich), we’re addressing the real issue: data control.
This is something that most PET manufacturers struggle with.
• Disconnected systems
• inconsistent product data
• limited scalabilityWe'll also explain why data architecture is the real game changer.
💡 No clean data → no scalable AI.
Learn more about our session 🔗 https://t1p.de/58bll
#PETnology #PETIndustry #DataArchitecture #DigitalSovereignty #ProductData #Pimcore #DigitalTransformation #AI #Manufacturing #Industry40
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What does data DNA really mean? 🧬
Many people talk about a ‘single source of truth’. But in practice, it’s about more than that. True data DNA means:
• a consistent data model.
• clear responsibilities.
• integrated product information.
• data under your own control.This is becoming increasingly important, particularly in the PET industry. Why? We explain this in our latest article.
👉 Link to the article https://t1p.de/tchuo
#PETnology #PETIndustry #ProductData #DigitalSovereignty #Pimcore #DataArchitecture #ProductInformationManagement #PIM
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Turning 127 Million Data Points Into an Industry Report https://towardsdatascience.com/turning-127-million-data-points-into-an-industry-report/?utm_source=dlvr.it&utm_medium=mastodon #DataScience #ArtificialIntelligence #MachineLearning #Data #ChiefDataOfficer #DigitalTransformation #AIArchitecture #DataArchitecture
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Datos de Forma Deliberada: Mejores Prácticas para EDW
The article discusses strategies for expanding subject areas in enterprise data warehousing, weighing proactive pre-emption against reactive back-filling. It advocates a balanced approach to governance that allows analysts some flexibility while preventing scope creep. By combining both methods deliberately, organisations can enhance data quality, governance, and responsiveness to business needs.https://goodstrat.com/2026/03/24/datos-de-forma-deliberada-mejores-practicas-para-edw/
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Datos de Forma Deliberada: Mejores Prácticas para EDW
The article discusses strategies for expanding subject areas in enterprise data warehousing, weighing proactive pre-emption against reactive back-filling. It advocates a balanced approach to governance that allows analysts some flexibility while preventing scope creep. By combining both methods deliberately, organisations can enhance data quality, governance, and responsiveness to business needs.https://goodstrat.com/2026/03/24/datos-de-forma-deliberada-mejores-practicas-para-edw/
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Datos de Forma Deliberada: Mejores Prácticas para EDW
The article discusses strategies for expanding subject areas in enterprise data warehousing, weighing proactive pre-emption against reactive back-filling. It advocates a balanced approach to governance that allows analysts some flexibility while preventing scope creep. By combining both methods deliberately, organisations can enhance data quality, governance, and responsiveness to business needs.https://goodstrat.com/2026/03/24/datos-de-forma-deliberada-mejores-practicas-para-edw/
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Datos de Forma Deliberada: Mejores Prácticas para EDW
The article discusses strategies for expanding subject areas in enterprise data warehousing, weighing proactive pre-emption against reactive back-filling. It advocates a balanced approach to governance that allows analysts some flexibility while preventing scope creep. By combining both methods deliberately, organisations can enhance data quality, governance, and responsiveness to business needs.https://goodstrat.com/2026/03/24/datos-de-forma-deliberada-mejores-practicas-para-edw/
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Datos de Forma Deliberada: Mejores Prácticas para EDW
The article discusses strategies for expanding subject areas in enterprise data warehousing, weighing proactive pre-emption against reactive back-filling. It advocates a balanced approach to governance that allows analysts some flexibility while preventing scope creep. By combining both methods deliberately, organisations can enhance data quality, governance, and responsiveness to business needs.https://goodstrat.com/2026/03/24/datos-de-forma-deliberada-mejores-practicas-para-edw/
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PET-Verpackungen: Wie Excel-Listen Innovation verhindern 📋
In der Verpackungsindustrie arbeiten viele Unternehmen noch mit einer Mischung aus:
• ERP
• Excel
• Produktdatenbanken
• DokumentenablagenDas funktioniert – bis Variantenvielfalt, Nachhaltigkeitsnachweise und internationale Märkte hinzukommen. Dann entsteht schnell ein Datenproblem durch einen Systemmix. Und Innovation wird langsamer.
Warum die PET-Industrie ihre Datenarchitektur neu denken muss, haben wir hier aufgeschrieben. 🔗 https://t1p.de/r12zr
#PETnology #PETIndustr #Produktdaten #DigitaleSouveränität #Pimcore #DataArchitecture #ProductInformationManagement #PIM
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A firewall is not enough. The major breach we analyzed was no due to a bad network but a broken philosophy. The lack of network segmentation allowed a single vulnerability to cascade into a devastating systemic failure. Learn how a smarter data architecture could have prevented it.
#DataArchitecture #NetworkSegmentation #SiloedSystems #DataGovernance #DataSecurity #InfoSec #Cybersecurity #BusinessStrategy #ShaolinDataScience
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Model Once, Represent Everywhere: UDA (Unified Data Architecture) at Netflix
https://netflixtechblog.com/uda-unified-data-architecture-6a6aee261d8d
#HackerNews #ModelOnce #RepresentEverywhere #UDA #Netflix #DataArchitecture
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We’ve updated a number of our core products including #DataPlatform, Agora #DataCatalog, #MeasurementStore, & #ConceptStore + other #reference #DataManagement tools. Looking for #ConnectedData tech to support your #DataArchitecture then we’d love to talk. www.epimorphics.com
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We assist organizations in developing a #DataStrategy & designing #DataArchitecture to drive innovation. Our #DataEngineering experts provide consultancy to IT teams, service companies & others to help unlock the full potential of their data www.epimorphics.com/consultancy #ConnectedData
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We’ve been updating a number of our core technology projects including our Data Publishing Platform, our Agora Data Catalog, Measurement Store, and Concept Store and other reference data management tools. Looking for connected data technology to support your data architecture then we’d love to talk.
www.epimorphics.com
#FAIRdata #DataSolutions #DataDriven #LinkedData #DataPublishingPlatform, #Agora #DataCatalog #MeasurementStore #ConceptStore #ConnectedData #DataArchitecture
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We assist organizations in developing a #DataStrategy & designing #DataArchitecture to drive innovation. Our #DataEngineering experts provide consultancy to IT teams, service companies & others to help unlock the full potential of their data www.epimorphics.com/consultancy #ConnectedData
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We’ve been updating a number of our core technology projects including our Data Publishing Platform, our Agora Data Catalog, our Agora Measurement Store and other Reference Data Management tools. Looking for Connected Data technology to support your Data Architecture then we’d love to talk.
https://www.epimorphics.com#DataPublishingPlatform, #Agora #DataCatalog, #MeasurementStore, #Reference #DataManagement, #ConnectedData, #DataArchitecture, #FAIRdata #DataSolutions #DataDriven #LinkedData
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How to explain data meshes, fabrics, and clouds - Your CEO knows what a database is and probably thinks a data warehouse is a large data... - https://www.infoworld.com/article/3695536/how-to-explain-data-meshes-fabrics-and-clouds.html#tk.rss_all #dataarchitecture #datawarehousing #datamanagement #cloudcomputing