๐๐ผ ๐๐ผ๐ ๐๐ฎ๐ป๐ ๐๐ผ ๐ธ๐ป๐ผ๐ โ๐๐ผ๐ Siemens ๐๐๐ฐ๐ฐ๐ฒ๐๐๐ณ๐๐น๐น๐ ๐บ๐ฎ๐๐๐ฒ๐ฟ๐ฒ๐ฑ ๐๐ฒ๐ฑ๐ฒ๐ฟ๐ฎ๐๐ฒ๐ฑ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ด ๐๐ถ๐๐ต ๐๐ฎ๐๐๐น๐?โ ๐๐ต๐ฒ๐ฐ๐ธ ๐ผ๐๐ ๐ผ๐๐ฟ ๐ป๐ฒ๐ ๐๐ต๐ถ๐๐ฒ๐ฝ๐ฎ๐ฝ๐ฒ๐ฟ ๐ผ๐ป ๐ผ๐๐ฟ ๐ฐ๐ผ๐น๐น๐ฎ๐ฏ๐ผ๐ฟ๐ฎ๐๐ถ๐ผ๐ป ๐๐ถ๐๐ต ๐ฆ๐ถ๐ฒ๐บ๐ฒ๐ป๐. ๐ ๐๐ผ๐๐ป๐น๐ผ๐ฎ๐ฑ ๐ถ๐ ๐ณ๐ผ๐ฟ ๐ณ๐ฟ๐ฒ๐ฒ ๐ฎ๐ katulu.io/en/#whitepaper ๐ฎ๐ป๐ฑ https://lnkd.in/ggj-a7M3 ๐ Learn how Siemens successfully implemented federated learning in two factories combining Katuluโs federated learning platform and Siemens Industrial Edge.ย ๐ Deep insights on challenges, experiences, and take-aways from a real-world implementation of federated learning in electronics manufacturing.ย ๐ย 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 ๐ฒ๐ฒ๐ ๐๐ ๐ฎ๐ ๐๐ต๐ฒ #๐ฆ๐ฃ๐ฆ, ๐ท๐ผ๐ถ๐ป๐๐น๐ ๐ฝ๐ฟ๐ฒ๐๐ฒ๐ป๐๐ถ๐ป๐ด ๐ผ๐ป ๐ง๐ต๐๐ฟ๐๐ฑ๐ฎ๐, ๐ก๐ผ๐ ๐ญ๐ฒ๐๐ต ๐ถ๐ป ๐ต๐ฎ๐น๐น ๐ญ๐ญ ๐ผ๐ป ๐๐๐ฎ๐ด๐ฒ ๐ฎ๐ ๐ญ๐ฌ:๐ฏ๐ด๐ต ๐ฎ๐ ๐๐ฒ๐น๐น ๐ฎ๐ ๐ผ๐ป ๐๐ต๐ฒ ๐ฆ๐ถ๐ฒ๐บ๐ฒ๐ป๐ ๐๐๐ฎ๐ฟ๐-๐๐ฝ ๐ฐ๐ผ๐ฟ๐ป๐ฒ๐ฟ ๐ถ๐ป ๐ต๐ฎ๐น๐น ๐ญ๐ญ. 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
Katulu GmbH
IT und Services
Hamburg, Hamburg 1.203 Follower:innen
KI fรผr Ihre Maschinen - Dezentral & kundenindividuell fรผr unschlagbare Mehrwerte ohne strategische & rechtliche Bedenken
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๐๐๐ง ๐๐ง๐ข๐คฬ๐๐ก๐๐๐๐๐ฃ ๐๐๐ฃ ๐๐๐ฃ๐จ๐๐ฉ๐ฏ ๐ซ๐ค๐ฃ ๐๐ ๐๐ฃ ๐๐๐ง ๐๐ฃ๐๐ช๐จ๐ฉ๐ง๐๐ ๐๐ช๐ ๐๐๐ฃ๐๐ข ๐๐๐ฃ๐ฏ ๐ฃ๐๐ช๐๐ข ๐๐๐ซ๐๐ก ๐ญ ๐ - ๐ช๐ฃ๐ ๐ข๐๐๐๐๐ฃ ๐ฟ๐๐ฉ๐๐ฃ๐๐ค๐๐๐๐ฉ ๐๐๐๐๐ ๐ฏ๐ช๐ข ๐๐๐๐ก๐ชฬ๐จ๐จ๐๐ก ๐๐๐ง๐๐ง ๐๐ง๐๐ค๐ก๐๐ง๐๐๐๐๐๐ฃ ๐ฟ๐๐๐๐ฉ๐๐ก๐๐จ๐๐๐ง๐ช๐ฃ๐ ๐๐ข ๐๐๐จ๐๐๐๐ฃ๐๐ฃ๐๐๐ช. Wir sind der festen รberzeugung, dass Daten und die Kontrolle darรผber das wertvollste Gut der Industrie sind. ๐๐๐ฉ๐ช๐ก๐ช ๐ข๐๐๐๐ฉ ๐ฟ๐๐ฉ๐๐ฃ๐จ๐๐๐ช๐ฉ๐ฏ ๐ฏ๐ช๐ข ๐๐๐ฉ๐ฉ๐๐๐ฌ๐๐ง๐๐จ๐ซ๐ค๐ง๐ฉ๐๐๐ก ๐๐๐ง ๐๐ฃ๐๐ช๐จ๐ฉ๐ง๐๐, ๐๐๐ฃ๐ฃ ๐ฌ๐๐ง ๐๐ง๐ข๐คฬ๐๐ก๐๐๐๐๐ฃ ๐๐๐ฃ ๐๐๐ฃ๐จ๐๐ฉ๐ฏ ๐ซ๐ค๐ฃ ๐๐ ๐๐ข ๐๐๐ฃ๐ ๐ก๐๐ฃ๐ ๐ข๐๐ฉ ๐ฟ๐๐ฉ๐๐ฃ๐จ๐๐๐ช๐ฉ๐ฏ ๐พ๐ . Hierdurch kรถnnen wir strategische, rechtliche und technische Bedenken beim Einsatz von KI lรถsen und gleichzeitig bis dato ungeahnte Vorteile fรผr den Maschinenbau nutzbar machen, wieโฆ ๐ die automatische Berรผcksichtigung von Maschinenauslegungen, ๐ KI fรผr den Sondermaschinenbau, ๐ KI ohne permanente oder gar keine Internetverbindung, ๐ und eine deutlich gesteigerte Datenqualitรคt. Dadurch ermรถglichen wir den Einsatz von KI in der Industrie, wo er oftmals unmรถglich erscheint. Mit โKatulu Federated Learningโ lernen industrielle Maschinen & Kunden voneinander, ohne รผbereinander zu lernen. ๐๐ง๐๐๐๐ง๐๐ฃ ๐๐๐ ๐ข๐๐๐ง ๐ชฬ๐๐๐ง ๐๐๐ ๐๐๐ง๐๐ช๐จ๐ง๐๐๐๐ฃ๐๐๐ฃ ๐๐ค๐ง๐ฉ๐๐๐ก๐ ๐๐๐ง ๐๐-๐๐๐๐๐ฃ๐ค๐ก๐ค๐๐๐ ๐๐๐๐๐ง๐๐ฉ๐๐ ๐๐๐๐ง๐ฃ๐๐ฃ๐ ๐๐ฃ ๐ช๐ฃ๐จ๐๐ง๐๐ข ๐๐๐๐ฉ๐๐ฅ๐๐ฅ๐๐ง: https://spot.katulu.io/de/whitepaper-federated-learning ๐ ๐ ๐๐๐ฃ๐๐๐ฃ ๐๐๐ ๐๐จ ๐๐ฃ๐ฉ๐๐ง๐๐จ๐จ๐๐ฃ๐ฉ ๐ฏ๐ช ๐ก๐๐จ๐๐ฃ? ๐๐๐จ๐จ๐๐ฃ ๐๐๐ ๐ช๐ฃ๐จ ๐๐๐ง๐ชฬ๐๐๐ง ๐จ๐ฅ๐ง๐๐๐๐๐ฃ, ๐ฌ๐๐ ๐๐๐๐๐ง๐๐ฉ๐๐ ๐๐๐๐ง๐ฃ๐๐ฃ๐ ๐๐๐ง๐๐ข ๐๐ฃ๐ฉ๐๐ง๐ฃ๐๐๐ข๐๐ฃ ๐๐๐ก๐๐๐ฃ ๐ ๐๐ฃ๐ฃ ๐ . โ๏ธ E-Mail: [email protected] โ๏ธ Telefon: +49 40 22 86 03 19 2 ๐ Website: katulu.io
- Website
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https://www.katulu.io
Externer Link zu Katulu GmbH
- Branche
- IT und Services
- Grรถรe
- 11โ50 Beschรคftigte
- Hauptsitz
- Hamburg, 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
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Primรคr
An der Alster 6
Hamburg, Hamburg 20099, DE
Beschรคftigte von Katulu GmbH
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Orlando Hohmeier
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Julian Gieseke
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Michael Kรผhne-Schlinkert
Ermรถglicht dezentrale KI fรผr Industriemaschinen ๐ญ ๐. Fรผr unschlagbare Mehrwerte ๐ . Und voller Datensouverรคnitรคt ๐พ๐ | Grรผnder & CEO @ Katulu
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Adriana Bostandzhieva-Gomez Rodriguez
Software Engineer at Katulu GmbH (formerly tyke.io GmbH)
Updates
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Weโre excited to share that Katulu has been recognized as anย IDC Innovatorย in AI, alongside Xplain Data GmbH and OmegaLambdaTec GmbH! ๐ Thank you to Jan Burian for the shoutout and to Siemens for the fantastic โAI with Purposeโ Summit. To celebrate, weโre giving away aย special surpriseย to the first 5 data scientists who follow us! ๐ต๏ธโ๏ธ Curious? Itโs something that will supercharge your AI toolkit. Follow us and be among the first to find out! #FederatedLearning #IDC #Katulu #DataScience #AIwithPurpose
Global Analyst, Speaker & Author: Artificial Intelligence & Generative AI, Sustainability/Circular Economy & Industry 4.0
Exciting news! Katulu GmbH, Xplain Data GmbH | Discover Causality, and OmegaLambdaTec GmbH have been acknowledged as IDC Innovators for their innovative AI solutions, services, and techniques designed for industrial companies. ๐ก The report highlights vendors offering cutting-edge artificial intelligence solutions, services, and techniques tailored for industrial companies. ๐ก Having interviewed all participants, I believe this report serves as a valuable source of inspiration for industrial companiesโand beyondโseeking to enhance their AI-driven capabilities. ๐ I would also like to extend my thanks to Siemens for making this report possible by inviting Lorenzo Veronesi and me to the โAI with Purposeโ Summit in Munich! ://https://lnkd.in/eM99dbdf
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While the world is busy debating how AI adoption is actually progressing, we at Katulu have been hard at work in our lab, getting AI systems up and running. And hereโs what weโve learned:ย the real challenge isnโt AIโitโs the data.ย ๐ Most real-world dataย is spread across the globe, tangled in different formats, and protected by strict privacy regulations like GDPR, CCPA, and export control laws. Whether you're in finance, healthcare, electronics manufacturing, semiconductors, telecommunications, or cybersecurity, data is your most valuable assetโand your biggest headache. Hereโs What We Mean Across Industries: ๐กElectronics & Semiconductor Manufacturing (Zero-Defect Production): In manufacturing, achieving zero-defect production is the holy grail. But when youโre restricted by export control laws that apply to your production data, collaborating across borders becomes a legal quagmire. Imagine if you could improve your yield globally while keeping all your sensitive production data exactly where it needs to be. ๐ Cybersecurity (Pattern Detection): Cybersecurity firms are all about spotting patterns in data to prevent attacks. But when customer data is tightly controlled and canโt be shared, detecting those patterns becomes a challenge. How powerful would it be to detect threats across multiple clients without compromising their data security? ๐ฐFinance (Fraud Detection): Banks and financial institutions are constantly battling fraud. The catch? Privacy regulations make it nearly impossible to share transaction data across borders or even within different branches. What if there was a way to detect fraudulent patterns without needing to centralize all that sensitive data? ๐ฅ Healthcare (Speeding Up Recovery): In healthcare, speeding up patient recovery could be significantly improved if hospitals could leverage insights from other institutionsโ data. But privacy laws prevent the direct sharing of patient information. What if hospitals could collaborate and improve patient outcomes without ever sharing personal data? Rethink How You Use Data With Us So, hereโs the big idea:ย Stop worrying about centralizing your data. Imagine having a cockpit where you can orchestrate AI training centrally, but send your AI out to work right where the data lives.ย No moving, no copyingโjust efficient, secure problem-solvingย at the source. Letโs rethink how data can truly support your business objectives. That's when adoption is ๐ Ready to rethink how you use data? Letโs get started. #RealWorldData #AI #Katulu #DataPrivacy #Innovation #GDPR #Cybersecurity #Finance #Healthcare #Manufacturing Stay Tuned for More Insights We're excited to share more insights into working with data in its natural habitat. We'll dive deeper into real-world examples and provide practical advice for both data science and business enthusiasts. If you are looking to bridge the AI adoption gap, thereโs something for everyone. Keep following us for the latest updates! ๐ฏ
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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. ๐คซ 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?
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! โItโs 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. ๐ Date: 22.04.2024 | 11:30 - 11:45 ๐ Location: Hall 2, Booth D10 Learn about the power of Katuluโs 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 MESSE๐! We are super excited to welcome you tomorrow to our booth at Hannover Messe (Hall 14 Stand K51) ๐๏ธ You can still get your free last minute ticket here: https://lnkd.in/d38B8HaN ๐ And book a dedicated appointment in advance: https://lnkd.in/d4tpe9Sr The Katulu Schedule for HM 2024: ๐ย 22.04.2024 | 11:30 - 11:45 (Hall 2, Stand D10) Talk on โScale your AI beyond private dataโ by our co-founder and CEO Michael Kuehne-Schlinkert https://lnkd.in/dZgdMwZp ๐ย 23.04.2023 | 10:30 - 11:00 (Hall 3, Stand A76) Live Podcast with Robert Weber ๐ย 24.04.2024 | 14:00 - 16:00 (Convention Center (CC), Saal Hamburg) Masterclass โMastering Cross-factory AI: Stay in control of your data & learn from data that canโt be sharedโ with Dr. Leonhard Kunczik and Michael Kuehne-Schlinkert https://lnkd.in/dvj2FjSk ๐ We look forward to your visit! #HannoverMesse #hm24 #AI #industrialAI #edgeAI #dataprivacy
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The HANNOVER MESSE 2024 is coming ๐! Next week we would like to welcome you at our booth K51 in hall 14 at the Hannover Messe. We are looking forward toโฆ ๐ Exciting discussions on scaling AI and sensitive data ๐ Live demos of our privacy enhancing platform ๐ Discussing your individual challenges and use cases ๐ Book a dedicated appointment in advance: https://lnkd.in/d4tpe9Sr ๐ซ 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, โScale 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. ๐ Date: 22.04.2024 | Time: 11:30 - 11:45 ๐ 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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๐ Join us for a pivotal FREE masterclass at HANNOVER MESSE: โMastering Cross-factory AI: Stay in control of your data & learn from data that canโt be shared.โ Dive into the future of AI where data privacy meets innovation! ๐ Date: Wednesday 24.04.2024 | 14:00 - 16:00 ๐ Location: Convention Center (CC), Saal Hamburg ๐ค 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