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#dataarchitecture — Public Fediverse posts

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  1. 🔎 „kunde_aktiv = true“ – aber was heißt „aktiv“ eigentlich?

    In vielen Unternehmen steht das nirgends, sondern lebt nur in den Köpfen einzelner Kolleg:innen und genau dieses Wissen fehlt KI-Agenten.

    Ole Wendland zeigt im ersten Teil von „Das Daten Dilemma“, warum Data Mesh den Mittelstand überfordert und wie ein Minimum Viable Data Mesh den Einstieg schafft.

    📖 Jetzt lesen: innoq.com/ch/blog/2026/07/das-

    #AgenticSoftwareEngineering #DataMesh #DataArchitecture

  2. 🔎 „kunde_aktiv = true“ – aber was heißt „aktiv“ eigentlich?

    In vielen Unternehmen steht das nirgends, sondern lebt nur in den Köpfen einzelner Kolleg:innen und genau dieses Wissen fehlt KI-Agenten.

    Ole Wendland zeigt im ersten Teil von „Das Daten Dilemma“, warum Data Mesh den Mittelstand überfordert und wie ein Minimum Viable Data Mesh den Einstieg schafft.

    📖 Jetzt lesen: innoq.com/ch/blog/2026/07/das-

    #AgenticSoftwareEngineering #DataMesh #DataArchitecture

  3. 📊 Data Warehouse, Data Lake, Lakehouse, Data Mesh, Data Fabric - jeder Schritt hat ein konkretes Problem gelöst.

    Rainer Jaspert und Sven Johann zeichnen die Entwicklungslinie analytischer Datenarchitekturen nach und machen greifbar, warum Schema-First manchmal brillant und manchmal eine Sackgasse ist.

    🎧 Jetzt anhören: innoq.com/de/podcast/198-daten

    📺 Video-Version auf YouTube: youtu.be/RJuDK7KJ27c

    #INNOQPodcast #DataArchitecture #DataMesh

  4. 📊 Data Warehouse, Data Lake, Lakehouse, Data Mesh, Data Fabric - jeder Schritt hat ein konkretes Problem gelöst.

    Rainer Jaspert und Sven Johann zeichnen die Entwicklungslinie analytischer Datenarchitekturen nach und machen greifbar, warum Schema-First manchmal brillant und manchmal eine Sackgasse ist.

    🎧 Jetzt anhören: innoq.com/de/podcast/198-daten

    📺 Video-Version auf YouTube: youtu.be/RJuDK7KJ27c

    #INNOQPodcast #DataArchitecture #DataMesh

  5. Morning thoughts, open ears and I wanted to briefly skip through yet stayed for most of the episode so far: "... And what local-first is, is a principle for designing this kind of collaboration software so that the primary copy of the data is not somewhere in the cloud, but on your own machine. You have a copy of the data locally on your own machine, which means that you can access it while offline, for example, and you can just keep using the software without an internet connection, and it'll just resync the next time you come back online again. ..." I haven't been listening to tech and software architecture podcasts that often recently but remembering rather well reading through the "Designing Data-Intensive Applications" book back then (which was a concise and great read, like most of the O'Reilly books used to be and maybe still are), speaker got my interest started and I remained there nodding again more often than I probably should. Talking making applications independent of particular cloud vendors. Talking making cloud services useful support tools that can be changed without being tied to them altogether. Giving users the autonomy and full control over their data, specifically also non-technical users. Spreading features absolutely familiar to software developers, such as the fully self-containing autonomy of git repositories, the change tracking and revision history, to other domains (such as social networks, talking ATProto / Bluesky again). Worth following up on.infoq.com/podcasts/increasing-… #linkdump #podcasts #social technology #data architecture
  6. The PETnology Conference, which is starting on Wednesday 10 June next week, is one of the most important events in the global PET industry.

    What many people don’t know is that +Pluswerk has supported PETnology as a technology partner for years. Together, we have implemented the following, among other things:

    🏟️ Event platform
    🎟️ Booking system
    🧑🏽‍💻 A web app for participants
    💡 Digital infrastructure

    We’ll be back in Switzerland this June. We look forward to discussing the PET industry's data DNA.

    Why not arrange a personal consultation with us by sending us a quick email? 📧 pluswerk.digital/en/contact

    #PETnology #PETIndustry #ProductData #DigitalSovereignty #Pimcore #DataArchitecture #ProductInformationManagement #PIM

  7. The PETnology Conference, which is starting on Wednesday 10 June next week, is one of the most important events in the global PET industry.

    What many people don’t know is that +Pluswerk has supported PETnology as a technology partner for years. Together, we have implemented the following, among other things:

    🏟️ Event platform
    🎟️ Booking system
    🧑🏽‍💻 A web app for participants
    💡 Digital infrastructure

    We’ll be back in Switzerland this June. We look forward to discussing the PET industry's data DNA.

    Why not arrange a personal consultation with us by sending us a quick email? 📧 pluswerk.digital/en/contact

  8. Audits in the PET industry: A missed opportunity? 🔎

    Many see audits as a chore. But structured product data can do more:
    It creates transparency, speeds up processes and enables innovation.

    This is becoming increasingly important, particularly in the packaging industry.

    Read our new article 'From audit to operational innovation'
    👉🏽 t1p.de/xik76

    #PETnology #PETIndustry #ProductData #DigitalSovereignty #Pimcore #DataArchitecture #ProductInformationManagement #PIM

  9. Audits in the PET industry: A missed opportunity? 🔎

    Many see audits as a chore. But structured product data can do more:
    It creates transparency, speeds up processes and enables innovation.

    This is becoming increasingly important, particularly in the packaging industry.

    Read our new article 'From audit to operational innovation'
    👉🏽 t1p.de/xik76

  10. Data sovereignty means more than just data availability 🔐

    It means
    • Control over the data model
    • Integration across systems
    • Transparency throughout the product lifecycle

    Only 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” t1p.de/irvh1

    #PETnology #PETIndustry #ProductData #DigitalSovereignty #Pimcore #DataArchitecture #ProductInformationManagement #PIM

  11. Data sovereignty means more than just data availability 🔐

    It means
    • Control over the data model
    • Integration across systems
    • Transparency throughout the product lifecycle

    Only 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” t1p.de/irvh1

  12. 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” t1p.de/irvh1

    #PETnology #PETIndustry #ProductData #DigitalSovereignty #Pimcore #DataArchitecture #ProductInformationManagement #PIM

  13. 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” t1p.de/irvh1

  14. Digital sovereignty in the PET industry 🤖
    Thinking about processes, data and systems as a whole

    Many 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” t1p.de/irvh1

    #PETnology #PETIndustry #ProductData #DigitalSovereignty #Pimcore #DataArchitecture #ProductInformationManagement #PIM

  15. 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 scalability

    We'll also explain why data architecture is the real game changer.

    💡 No clean data → no scalable AI.

    Learn more about our session 🔗 t1p.de/58bll

    #PETnology #PETIndustry #DataArchitecture #DigitalSovereignty #ProductData #Pimcore #DigitalTransformation #AI #Manufacturing #Industry40

  16. 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 t1p.de/tchuo

    #PETnology #PETIndustry #ProductData #DigitalSovereignty #Pimcore #DataArchitecture #ProductInformationManagement #PIM