Katulu GmbH

Katulu GmbH

IT und Services

KI fรผr Ihre Maschinen - Dezentral & kundenindividuell fรผr unschlagbare Mehrwerte ohne strategische & rechtliche Bedenken

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๐™’๐™ž๐™ง ๐™š๐™ง๐™ข๐™คฬˆ๐™œ๐™ก๐™ž๐™˜๐™๐™š๐™ฃ ๐™™๐™š๐™ฃ ๐™€๐™ž๐™ฃ๐™จ๐™–๐™ฉ๐™ฏ ๐™ซ๐™ค๐™ฃ ๐™†๐™„ ๐™ž๐™ฃ ๐™™๐™š๐™ง ๐™„๐™ฃ๐™™๐™ช๐™จ๐™ฉ๐™ง๐™ž๐™š ๐™–๐™ช๐™› ๐™š๐™ž๐™ฃ๐™š๐™ข ๐™œ๐™–๐™ฃ๐™ฏ ๐™ฃ๐™š๐™ช๐™š๐™ข ๐™‡๐™š๐™ซ๐™š๐™ก ๐Ÿญ ๐Ÿš€ - ๐™ช๐™ฃ๐™™ ๐™ข๐™–๐™˜๐™๐™š๐™ฃ ๐˜ฟ๐™–๐™ฉ๐™š๐™ฃ๐™๐™ค๐™๐™š๐™ž๐™ฉ ๐™™๐™–๐™—๐™š๐™ž ๐™ฏ๐™ช๐™ข ๐™Ž๐™˜๐™๐™ก๐™ชฬˆ๐™จ๐™จ๐™š๐™ก ๐™„๐™๐™ง๐™š๐™ง ๐™š๐™ง๐™›๐™ค๐™ก๐™œ๐™ง๐™š๐™ž๐™˜๐™๐™š๐™ฃ ๐˜ฟ๐™ž๐™œ๐™ž๐™ฉ๐™–๐™ก๐™ž๐™จ๐™ž๐™š๐™ง๐™ช๐™ฃ๐™œ ๐™ž๐™ข ๐™ˆ๐™–๐™จ๐™˜๐™๐™ž๐™ฃ๐™š๐™ฃ๐™—๐™–๐™ช. Wir sind der festen รœberzeugung, dass Daten und die Kontrolle darรผber das wertvollste Gut der Industrie sind. ๐™†๐™–๐™ฉ๐™ช๐™ก๐™ช ๐™ข๐™–๐™˜๐™๐™ฉ ๐˜ฟ๐™–๐™ฉ๐™š๐™ฃ๐™จ๐™˜๐™๐™ช๐™ฉ๐™ฏ ๐™ฏ๐™ช๐™ข ๐™’๐™š๐™ฉ๐™ฉ๐™—๐™š๐™ฌ๐™š๐™ง๐™—๐™จ๐™ซ๐™ค๐™ง๐™ฉ๐™š๐™ž๐™ก ๐™™๐™š๐™ง ๐™„๐™ฃ๐™™๐™ช๐™จ๐™ฉ๐™ง๐™ž๐™š, ๐™™๐™š๐™ฃ๐™ฃ ๐™ฌ๐™ž๐™ง ๐™š๐™ง๐™ข๐™คฬˆ๐™œ๐™ก๐™ž๐™˜๐™๐™š๐™ฃ ๐™™๐™š๐™ฃ ๐™€๐™ž๐™ฃ๐™จ๐™–๐™ฉ๐™ฏ ๐™ซ๐™ค๐™ฃ ๐™†๐™„ ๐™ž๐™ข ๐™€๐™ž๐™ฃ๐™ ๐™ก๐™–๐™ฃ๐™œ ๐™ข๐™ž๐™ฉ ๐˜ฟ๐™–๐™ฉ๐™š๐™ฃ๐™จ๐™˜๐™๐™ช๐™ฉ๐™ฏ ๐Ÿ’พ๐Ÿ”’ . Hierdurch kรถnnen wir strategische, rechtliche und technische Bedenken beim Einsatz von KI lรถsen und gleichzeitig bis dato ungeahnte Vorteile fรผr den Maschinenbau nutzbar machen, wieโ€ฆ ๐Ÿ‘‰ die automatische Berรผcksichtigung von Maschinenauslegungen, ๐Ÿ‘‰ KI fรผr den Sondermaschinenbau, ๐Ÿ‘‰ KI ohne permanente oder gar keine Internetverbindung, ๐Ÿ‘‰ und eine deutlich gesteigerte Datenqualitรคt. Dadurch ermรถglichen wir den Einsatz von KI in der Industrie, wo er oftmals unmรถglich erscheint. Mit โ€œKatulu Federated Learningโ€ lernen industrielle Maschinen & Kunden voneinander, ohne รผbereinander zu lernen. ๐™€๐™ง๐™›๐™–๐™๐™ง๐™š๐™ฃ ๐™Ž๐™ž๐™š ๐™ข๐™š๐™๐™ง ๐™ชฬˆ๐™—๐™š๐™ง ๐™™๐™ž๐™š ๐™๐™š๐™ง๐™–๐™ช๐™จ๐™ง๐™–๐™œ๐™š๐™ฃ๐™™๐™š๐™ฃ ๐™‘๐™ค๐™ง๐™ฉ๐™š๐™ž๐™ก๐™š ๐™™๐™š๐™ง ๐™†๐™„-๐™๐™š๐™˜๐™๐™ฃ๐™ค๐™ก๐™ค๐™œ๐™ž๐™š ๐™๐™š๐™™๐™š๐™ง๐™–๐™ฉ๐™š๐™™ ๐™‡๐™š๐™–๐™ง๐™ฃ๐™ž๐™ฃ๐™œ ๐™ž๐™ฃ ๐™ช๐™ฃ๐™จ๐™š๐™ง๐™š๐™ข ๐™’๐™๐™ž๐™ฉ๐™š๐™ฅ๐™–๐™ฅ๐™š๐™ง: https://spot.katulu.io/de/whitepaper-federated-learning ๐Ÿ˜€ ๐Ÿ“– ๐™๐™ž๐™ฃ๐™™๐™š๐™ฃ ๐™Ž๐™ž๐™š ๐™š๐™จ ๐™ž๐™ฃ๐™ฉ๐™š๐™ง๐™š๐™จ๐™จ๐™–๐™ฃ๐™ฉ ๐™ฏ๐™ช ๐™ก๐™š๐™จ๐™š๐™ฃ? ๐™‡๐™–๐™จ๐™จ๐™š๐™ฃ ๐™Ž๐™ž๐™š ๐™ช๐™ฃ๐™จ ๐™™๐™–๐™ง๐™ชฬˆ๐™—๐™š๐™ง ๐™จ๐™ฅ๐™ง๐™š๐™˜๐™๐™š๐™ฃ, ๐™ฌ๐™ž๐™š ๐™๐™š๐™™๐™š๐™ง๐™–๐™ฉ๐™š๐™™ ๐™‡๐™š๐™–๐™ง๐™ฃ๐™ž๐™ฃ๐™œ ๐™„๐™๐™ง๐™š๐™ข ๐™๐™ฃ๐™ฉ๐™š๐™ง๐™ฃ๐™š๐™๐™ข๐™š๐™ฃ ๐™๐™š๐™ก๐™›๐™š๐™ฃ ๐™ ๐™–๐™ฃ๐™ฃ ๐Ÿ“ˆ . โœ‰๏ธ E-Mail: [email protected] โ˜Ž๏ธ Telefon: 49 40 22 86 03 19 2 ๐ŸŒ Website: katulu.io

Website
https://www.katulu.io
Branche
IT und Services
GrรถรŸe
11โ€“50 Beschรคftigte
Hauptsitz
Hamburg
Art
Privatunternehmen
Gegrรผndet
2018
Spezialgebiete
Industry 4.0, IoT Consulting, IoT Development, IoT Operations, IoT Product Development, Predictive Maintenance, Condition Monitoring, Machine Learning, Federated Learning, AI, KI, Edge Computing, Machine Learning on the Edge, Distributed Systems, Rapid Prototyping, Industrial IoT, IoT, IoT Platform, Cloud Technology, AWS, Azure, Google Cloud, On-Premise, IoT Analytics, Sensor Technology, Cloudagnostic, Kubernetes, IIoT, Data Engineering, Data Science, Decentralized Machine Learning und Industrial AI

Orte

Beschรคftigte von Katulu GmbH

Updates

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    ๐——๐—ผ ๐˜†๐—ผ๐˜‚ ๐˜„๐—ฎ๐—ป๐˜ ๐˜๐—ผ ๐—ธ๐—ป๐—ผ๐˜„ โ€œ๐—›๐—ผ๐˜„ Siemens ๐˜€๐˜‚๐—ฐ๐—ฐ๐—ฒ๐˜€๐˜€๐—ณ๐˜‚๐—น๐—น๐˜† ๐—บ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ๐—ฒ๐—ฑ ๐—™๐—ฒ๐—ฑ๐—ฒ๐—ฟ๐—ฎ๐˜๐—ฒ๐—ฑ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐˜„๐—ถ๐˜๐—ต ๐—ž๐—ฎ๐˜๐˜‚๐—น๐˜‚?โ€ ๐—–๐—ต๐—ฒ๐—ฐ๐—ธ ๐—ผ๐˜‚๐˜ ๐—ผ๐˜‚๐—ฟ ๐—ป๐—ฒ๐˜„ ๐˜„๐—ต๐—ถ๐˜๐—ฒ๐—ฝ๐—ฎ๐—ฝ๐—ฒ๐—ฟ ๐—ผ๐—ป ๐—ผ๐˜‚๐—ฟ ๐—ฐ๐—ผ๐—น๐—น๐—ฎ๐—ฏ๐—ผ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐˜„๐—ถ๐˜๐—ต ๐—ฆ๐—ถ๐—ฒ๐—บ๐—ฒ๐—ป๐˜€. ๐Ÿ‘‰ ๐——๐—ผ๐˜„๐—ป๐—น๐—ผ๐—ฎ๐—ฑ ๐—ถ๐˜ ๐—ณ๐—ผ๐—ฟ ๐—ณ๐—ฟ๐—ฒ๐—ฒ ๐—ฎ๐˜ katulu.io/en/#whitepaper ๐—ฎ๐—ป๐—ฑ https://lnkd.in/ggj-a7M3 ๐Ÿ‘‰ Learn how Siemens successfully implemented federated learning in two factories combining Katuluโ€™s federated learning platform and Siemens Industrial Edge.ย  ๐Ÿ‘‰ Deep insights on challenges, experiences, and take-aways from a real-world implementation of federated learning in electronics manufacturing.ย  ๐Ÿ‘‰ย And how Katulu and Siemens enable industrial-grade AI while ensuring privacy, data security, and compliance - plus deep-dive on architecture, technology stack and model performance results. ๐— ๐—ฒ๐—ฒ๐˜ ๐˜‚๐˜€ ๐—ฎ๐˜ ๐˜๐—ต๐—ฒ #๐—ฆ๐—ฃ๐—ฆ, ๐—ท๐—ผ๐—ถ๐—ป๐˜๐—น๐˜† ๐—ฝ๐—ฟ๐—ฒ๐˜€๐—ฒ๐—ป๐˜๐—ถ๐—ป๐—ด ๐—ผ๐—ป ๐—ง๐—ต๐˜‚๐—ฟ๐˜€๐—ฑ๐—ฎ๐˜†, ๐—ก๐—ผ๐˜ƒ ๐Ÿญ๐Ÿฒ๐˜๐—ต ๐—ถ๐—ป ๐—ต๐—ฎ๐—น๐—น ๐Ÿญ๐Ÿญ ๐—ผ๐—ป ๐˜€๐˜๐—ฎ๐—ด๐—ฒ ๐—ฎ๐˜ ๐Ÿญ๐Ÿฌ:๐Ÿฏ๐Ÿด๐—ต ๐—ฎ๐˜€ ๐˜„๐—ฒ๐—น๐—น ๐—ฎ๐˜€ ๐—ผ๐—ป ๐˜๐—ต๐—ฒ ๐—ฆ๐—ถ๐—ฒ๐—บ๐—ฒ๐—ป๐˜€ ๐˜€๐˜๐—ฎ๐—ฟ๐˜-๐˜‚๐—ฝ ๐—ฐ๐—ผ๐—ฟ๐—ป๐—ฒ๐—ฟ ๐—ถ๐—ป ๐—ต๐—ฎ๐—น๐—น ๐Ÿญ๐Ÿญ. Please share your feedback and questions in a comment. #electronicsmanufacturing #industrialAI #federatedlearning #IndustrialEdge #Siemens Orlando Hohmeier Anne Mareike Schlinkert Michael Kuehne-Schlinkertย Boris Scharinger Erik Schwulera Konstantin Schmidt Thomas Blumauer-Hiesslย Michael Gepp Franz Delcuve Tam Erdt

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    This is what happens when Industrial AI Pioneers leave the Lab At #HannoverMesse we got Global Manufacturers excited for our Secure, Compliant and Efficient way of working with data. ๐Ÿคซ Our secret: Raw data never leaves the factory, is never stored by us and remains invisible to partners. It still super performant and allows accurate & precise predictions for Predictive Quality Control: Our federated data platform shares models trained on manufacturing defects and quality metrics without actually sharing the underlying data. This drives quality standards and quick identification of production issues - across your manufacturing network. Value Chain Optimization: Our platform helps improve efficiency without compromising the confidentiality of data from different stakeholders. Companies can collaborate on optimizing end product quality and production by sharing insights derived from decentralized data sources. All raw, sensitive data stays with their owners. Predictive Maintenance: When working with customers, most prefer not to share data from their shop floors with you. With our federated data platform, you can predict equipment failures and schedule maintenance without exposing their sensitive operational data. This can significantly reduce downtime and improve asset utilization across different facilities. Design and Simulation: In design and testing, our federated data platform allows companies to collaboratively improve product designs and simulations without sharing the proprietary design data. This is crucial in competitive fields where design secrecy is paramount. R&D Collaboration: Research and development often requires huge datasets to validate new technologies. We allow for collaborative R&D efforts across companies and regions while ensuring that each party's data remains private and secure. Compliance and Security: Our federated data platform provides a way to harness the power of big data while complying with Export Control regulations, GDPR or HIPAA. This is particularly relevant for multinational corporations that need to navigate the complex landscape of international data privacy laws. Edge Computing: With the growth of IoT devices in electronics manufacturing, federated data platforms can process data at the edge, i.e., close to where data is generated. This reduces latency, decreases the bandwidth needed for data transmission, and enhances the responsiveness of machine learning models. We are not done getting real world feedback for bridging Performance and Compliance in Industrial AI. For all those did not get a chance to speak to us at #HMI24 - What are your hurdles in making the most out of your data?

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    Bringing people together to drive innovation, climate protection and prosperity! EVENT YOUR BUSINESS!

    Can an #IndustrialAI startup succeed at the worlds leading industry trade show? Hell, yes! I spoke to Anne Mareike Schlinkert and Michael Kuehne-Schlinkert from Katulu GmbH, who attended HANNOVER MESSE for the first time. But first things first. What does #Katulu do? Katulu operates a #federateddata platform for the industry, making it possible to apply AI to data that remains distributed. They enable industrial #federatedlearning (FL) by providing software that integrates with i.e. Siemens Industrial Edge, addresses key challenges such as privacy and heterogeneous data, automates various aspects of the FL process, and identifies machines that can train together despite different manufacturers or machine generations. In other words Katulu has a perfect solution for companies that want to secure intellectual property when collaborating with others! And... what I really wasn't aware of: Export controls prevent many industrial companies from sharing data across borders, making it impossible for them to scale their industrial AI beyond their own plants. Another reason for considering Katulu! Together with Siemens, Katulu applied its federated learning approach to the inspection of printed circuit boards in two Siemens factories. This approach allows AI models to be trained across multiple factory sites without the need to centralize sensitive data, ensuring privacy and security. The method significantly reduced costs by reducing the need for manual inspections. I first met Anne at the "AI in the Alps" event organized by Robert Weber and Peter Seeberg in mid 2023. I had the chance to take part on behalf of #HannoverMesse, as we are a proud partner of the event. I was quite blown away by Katulu's case with Siemens, so I pitched Hannover Messe to them. They should really consider attending, I said. If not as an exhibitor, then at least as a visitor. A few weeks later, I received an email from Anne, asking me for the contact person responsible for stand bookings.ย Said and done! On day 4 of Hannover Messe, I finally had time to drop by the Katulu stand in Hall 14 and ask how things were going! โ€œItโ€™s going extremely well. Up to now we made 30 leads with a very specific use case for our solution. If just one of these projects is realised, then the Hannover Messe appearance will have been more than worthwhile for usโ€, Michael said. So happy for Anne, Michael and the entire Katulu Team! Looking forward to catching up with you at the next "AI in the Alps"!ย 

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    Today "Scale your AI beyond private data" with insights from Michael Kuehne-Schlinkert, co-founder & CEO of Katulu, at HANNOVER MESSE. This talk is a game changer for industries looking to scale their AI capabilities without compromising data privacy. ๐Ÿ“… Date: 22.04.2024 | 11:30 - 11:45 ๐Ÿ“ Location: Hall 2, Booth D10 Learn about the power of Katuluโ€™s Privacy Enhancing Platform and industrial federated learning. For more details: https://lnkd.in/dZgdMwZp #HannoverMesse #HM24 #AI #DataPrivacy #IndustrialInnovation #FederatedLearning

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    We are ready for take off to HANNOVER MESSE๐Ÿš€! We are super excited to welcome you tomorrow to our booth at Hannover Messe (Hall 14 Stand K51) ๐ŸŽŸ๏ธ You can still get your free last minute ticket here: https://lnkd.in/d38B8HaN ๐Ÿ“… And book a dedicated appointment in advance: https://lnkd.in/d4tpe9Sr The Katulu Schedule for HM 2024: ๐Ÿ‘‰ย  22.04.2024 | 11:30 - 11:45 (Hall 2, Stand D10) Talk on โ€œScale your AI beyond private dataโ€ by our co-founder and CEO Michael Kuehne-Schlinkert https://lnkd.in/dZgdMwZp ๐Ÿ‘‰ย  23.04.2023 | 10:30 - 11:00 (Hall 3, Stand A76) Live Podcast with Robert Weber ๐Ÿ‘‰ย  24.04.2024 | 14:00 - 16:00 (Convention Center (CC), Saal Hamburg) Masterclass โ€œMastering Cross-factory AI: Stay in control of your data & learn from data that canโ€™t be sharedโ€ with Dr. Leonhard Kunczik and Michael Kuehne-Schlinkert https://lnkd.in/dvj2FjSk ๐Ÿ‘‹ We look forward to your visit! #HannoverMesse #hm24 #AI #industrialAI #edgeAI #dataprivacy

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    The HANNOVER MESSE 2024 is coming ๐Ÿš€! Next week we would like to welcome you at our booth K51 in hall 14 at the Hannover Messe. We are looking forward toโ€ฆ ๐Ÿ‘‰ Exciting discussions on scaling AI and sensitive data ๐Ÿ‘‰ Live demos of our privacy enhancing platform ๐Ÿ‘‰ Discussing your individual challenges and use cases ๐Ÿ“… Book a dedicated appointment in advance: https://lnkd.in/d4tpe9Sr ๐ŸŽซ Here you can get your free last minute ticket: https://lnkd.in/d38B8HaN We look forward to your visit! #HannoverMesse #hm24 #AI #industrialAI #edgeAI

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    From TV live on stage! Join us at HANNOVER MESSE for an insightful talk, โ€œScale your AI beyond private data,โ€ presented by our co-founder & CEO, Michael Kuehne-Schlinkert. Discover how to unlock the full potential of AI for your business, while ensuring data privacy and compliance. ๐Ÿ“† Date: 22.04.2024 | Time: 11:30 - 11:45 ๐Ÿ“ Location: Hall 2, Booth D10 Discover Katulu's innovative approach to predictive quality control, process optimization and maintenance using AI - all without compromising your data. Don't miss this opportunity to learn from a pioneer in industrial federated learning and edge AI. For more details: https://lnkd.in/dnKXJzCP #HannoverMesse #AI #DataPrivacy #IndustrialInnovation #FederatedLearning

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    ๐Ÿš€ Join us for a pivotal FREE masterclass at HANNOVER MESSE: โ€œMastering Cross-factory AI: Stay in control of your data & learn from data that canโ€™t be shared.โ€ Dive into the future of AI where data privacy meets innovation! ๐Ÿ“† Date: Wednesday 24.04.2024 | 14:00 - 16:00 ๐Ÿ“ Location: Convention Center (CC), Saal Hamburg ๐ŸŽค Speakers: Michael Kuehne-Schlinkert & Dr. Leonhard Kunczik Discover Katulu's groundbreaking strategies for cross-organizational machine learning without compromising data confidentiality. Ideal for Business Leaders, R&D Heads, Data Scientists, and Innovation Managers eager to navigate the complexities of sensitive data and AI. Register here (it's free) https://lnkd.in/d3ZT6MY8 #HannoverMesse #AI #DataPrivacy #IndustrialInnovation #industrialAI #CrossFactoryAI

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    Join us at the Guided Tour about Artificial Intelligence at HANNOVER MESSE. Learn how to scale your AI beyond private data and see our solution in action. Register here for the tour: https://lnkd.in/dtTZb6k We are happy to be part of the AI tour together with the following exhibitors: Dell Technologies, PSI Software, Festo, CONTACT Software #HannoverMesse #HM24 #AI #DataPrivacy #IndustrialInnovation #PrivacyEnhancing #FederatedLearning

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    Sehen wir uns auf der HANNOVER MESSE 2024? Wir sind dieses Jahr mit einem eigenen Stand (Halle 14 K51 - Gemeinschaftsstand Young Innovators) und einem umfassenden Rahmenprogramm auf der #HM24 vertreten. Was erwartet Sie bei uns? ๐Ÿ‘‰ Spannende Diskussionen zur Skalierung von KI und sensitiven Daten ๐Ÿ‘‰ Live-Demos von unserer Privacy Enhancing Platform ๐Ÿ‘‰ Use Case-Evaluationen - Diskutieren Sie Ihre Use Cases mit unseren Experten ๐Ÿ“… Vereinbaren Sie vorab ihren persรถnlichen Messetermin: https://lnkd.in/d4tpe9Sr ๐ŸŽซ Sichern Sie sich Ihr kostenlose Ticket: https://lnkd.in/d38B8HaN Wir freuen uns auf Ihren Besuch! Weitere Infos zu unserem Stand finden Sie hier: https://lnkd.in/dHzmsX9u Ebenfalls Teil des Gemeinschaftsstands โ€œYoung Innovatorsโ€ sind Heisenware, Bytefabrik.AI GmbH, bitteiler, DayOff, LENZBOX, Scopewire Data GmbH und H&F Solutions #HannoverMesse #KI #industrialAI #edgeAI

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  • Katulu GmbH hat dies direkt geteilt

    Unternehmensseite von HANNOVER MESSE anzeigen, Grafik

    44.236 Follower:innen

    Power up your expertise at HANNOVER MESSE with our exclusive Masterclass Sessions! ๐Ÿ“š A world where established industry giants and dynamic startups converge to share knowledge and inspire groundbreaking concepts! As a startup, seize the chance to learn from industry leaders in our masterclass sessions. Meanwhile, industrial juggernauts get the opportunity to glean insights from the trailblazing startups. ๐Ÿ’ก Explore diverse topics in intimate groups, fostering invaluable exchanges of wisdom. But it's not just about learning; it's about forging potent partnerships and expanding your network! ๐ŸŒ ๐Ÿ—“๏ธ Upcoming Masterclasses: ๐Ÿ”น Wednesday, 24.04.24 // 11am - 1pm ๐Ÿ“Œ AI Canvas Workshop led by Mathias Ahrens, Moritz Schrรถder and Georg Vonhasselt from Merantix Momentum ๐Ÿ”น Wednesday, 24.04.24 // 2pm - 4pm ๐Ÿ“Œ Mastering Cross-factory AI: Stay in control of your data & learn from data that can't be shared ๐ŸŽ™๏ธ Speakers: Michael Kuehne-Schlinkert & Dr. Leonhard Kunczik (Co-Founders, Katulu GmbH) ๐Ÿ”น Thursday, 25.04.24 // 10am - 12pm ๐Ÿ“Œ Two worlds meet: How can cooperation between startups and large SMEs succeed ๐ŸŽ™๏ธ Speaker: Michael Marhofer (co-CEO Chairman of the Board of Directors, ifm Stiftung & co. KG) ๐Ÿ“ Location: Convention Center, Hall Hamburg Apply now for a coveted spot and stand a chance to join this dynamic network! More masterclasses to follow, stay tuned! ๐Ÿ“ข https://fcld.ly/y6sw5lb

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