chore: update docs/customer.md [20260517-1948]

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- Google Cloud Handles machine learning capabilities were used to implement use cases — ranging from charging optimisation for our electric vehicles, to wheel classification along our assembly line.
- Artificial Intelligence is a key technology in our digital transformation, and we want to enable our colleagues across all disciplines to work with the latest technologies. We strive to offer our worldwide network of software developers the opportunity to view, change, and develop their own algorithms. These projects illustrate the range of solutions that AI can provide, from automatic image recognition to natural language processing.
- We also make selected algorithms available in an open source platform. “We expect the further open source development to lead to a rapid and agile advancement of the software,” says Kai Demtroeder, Head of Artificial Intelligence and Data Platforms at BMW Group IT.
- [aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to Accelerate Infrastructure Optimization on AWS](https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws/)
- [aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to Accelerate Infrastructure Optimization on AWS](https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws//)
## Audi
@@ -61,22 +61,22 @@
## Mercedes Benz
- [infoworld.com: Why Mercedes-Benz runs on 900 Kubernetes clusters](https://www.infoworld.com/article/3664052/why-mercedes-benz-runs-on-900-kubernetes-clusters.html) The German automaker runs a massive fleet of Kubernetes clusters to support a wide range of project teams around the world. For us, managing Kubernetes is not that hard.
- [infoworld.com: Why Mercedes-Benz runs on 900 Kubernetes clusters](https://www.infoworld.com/article/2335723/why-mercedes-benz-runs-on-900-kubernetes-clusters.html) The German automaker runs a massive fleet of Kubernetes clusters to support a wide range of project teams around the world. For us, managing Kubernetes is not that hard.
- [github.com/mercedes-benz](https://github.com/mercedes-benz)
- [genbeta.com: El software de los coches de Mercedes contiene código abierto y en vez de distribuirlo en GitHub usan un CD](https://www.genbeta.com/desarrollo/software-coches-mercedes-contiene-codigo-abierto-vez-distribuirlo-github-usan-cd)
- [youtube: Keynote: 7 Years of Running Kubernetes for Mercedes-Benz - Jens Erat, Peter Mueller, Sabine Wolz](https://www.youtube.com/watch?v=UmbjwSK9b3I)
- [thenewstack.io: Mercedes-Benz: 4 Reasons to Sponsor Open Source Projects](https://thenewstack.io/mercedes-benz-4-reasons-to-sponsor-open-source-projects/)
- [thenewstack.io: Mercedes-Benz: 4 Reasons to Sponsor Open Source Projects](https://thenewstack.io/mercedes-benz-4-reasons-to-sponsor-open-source-projects//)
## Tesla
- [hibridosyelectricos.com: Tesla recurre a China para aumentar la calidad de fabricación de sus coches eléctricos](https://www.hibridosyelectricos.com/articulo/actualidad/tesla-recurre-china-calidad-fabricacion-coches-electricos/20221222124048066230.html)
- [hibridosyelectricos.com: Tesla recurre a China para aumentar la calidad de fabricación de sus coches eléctricos](https://www.hibridosyelectricos.com/coches/tesla-recurre-china-calidad-fabricacion-coches-electricos_66230_102.html)
- La Gigafactoría de Tesla en Shanghái es todo un ejemplo de eficiencia, innovación tecnológica y calidad de fabricación. El responsable de este logro es Tom Zhu, su jefe de Operaciones, que recientemente visitó las dos plantas estadounidenses.
- W. Edward Deming fue un ingeniero y consultor estadounidense reconocido como el padre de la gestión de la calidad total en la fabricación de automóviles. Se le considera uno de los responsables del progreso de la industria, gracias al desarrollo de una serie de teorías funcionales y económicas que, desde hace años, supervisan la producción de los vehículos que se fabrican en casi todo el mundo.
- Las teorías de Deming estaban muy por delante de su tiempo. Afirman que las organizaciones que se centran en reducir únicamente los costes de producción, automáticamente disminuyen la calidad de sus productos. Por el contrario, aquellas que se concentran en mejorar la calidad, automáticamente rebajan los costes.
## IDRA Group
- [teslarati.com: IDRA finishes 9,000-ton Giga Press; Tesla expecting it any day now](https://www.teslarati.com/idra-9000-ton-giga-press/)
- [teslarati.com: IDRA finishes 9,000-ton Giga Press; Tesla expecting it any day now](https://www.teslarati.com/idra-9000-ton-giga-press//)
- [eleconomista.es: Giga Press, la colosal máquina de Tesla que ha revolucionado la fabricación de coches eléctricos](https://www.eleconomista.es/motor/noticias/12630740/01/24/giga-press-la-colosal-maquina-de-tesla-que-ha-revolucionado-la-fabricacion-de-coches-electricos.html)
## Williams F1
@@ -89,27 +89,27 @@
## Decathlon
- [quarkus.io: VCStream: a new messaging platform for DECATHLONs Value Chain, built on Quarkus](https://quarkus.io/blog/decathlon-user-story/) Another successful Quarkus user story! Decathlon picking QuarkusIO over springboot
- [quarkus.io: VCStream: a new messaging platform for DECATHLONs Value Chain, built on Quarkus](https://quarkus.io/blog/decathlon-user-story//) Another successful Quarkus user story! Decathlon picking QuarkusIO over springboot
## Deutsche Telekom
- [thenewstack.io: How Deutsche Telekom Manages Edge Infrastructure with GitOps](https://thenewstack.io/how-deutsche-telekom-manages-edge-infrastructure-with-gitops/)
- [thenewstack.io: How Deutsche Telekom Manages Edge Infrastructure with GitOps](https://thenewstack.io/how-deutsche-telekom-manages-edge-infrastructure-with-gitops//)
## AstraZeneca
- [aws.amazon.com: AstraZenecas Drug Design Program Built using AWS wins Innovation Award](https://aws.amazon.com/blogs/industries/astrazenecas-drug-design-program-built-using-aws-wins-innovation-award/)
- [aws.amazon.com: AstraZenecas Drug Design Program Built using AWS wins Innovation Award](https://aws.amazon.com/blogs/industries/astrazenecas-drug-design-program-built-using-aws-wins-innovation-award//)
## AI for Medical Imaging
- [chaimeleon.eu](https://chaimeleon.eu) Accelerating the lab to market transition of AI tools for cancer management. CHAIMELEON will set up an EU-wide structured repository for health imaging data as an open source for artificial intelligence (AI) experimentation in cancer management.
- [healthitanalytics.com: AI for Medical Imaging Boosts Cancer Screenings with Provider Aid](https://healthitanalytics.com/news/ai-for-medical-imaging-boosts-cancer-screenings-with-provider-aid)
- [valenciaplaza.com: El IIS La Fe liderará la dirección científica del Nodo Central del Atlas de Imágenes en Cáncer](https://valenciaplaza.com/iis-fe-liderara-direccion-cientifica-nodo-central-atlas-imagenes-cancer) Se trata de una plataforma diseñada para generar "conjuntos masivos de datos de calidad" centrados en la imagen médica y su información clínica, molecular y genética relacionada, obtenidos en el ámbito asistencial y de investigación. Estos datos enlazados permiten construir estudios clínicos observacionales controlados, como si fueran ensayos clínicos. Esta gran plataforma de imágenes y datos será también "clave" para el desarrollo y validación de modelos de inteligencia artificial que permitan un diagnóstico temprano, predecir la evolución de la enfermedad y estimar la respuesta a un tratamiento oncológico específico en un paciente concreto. Los datos clínicos y las imágenes que se obtienen en el ámbito asistencial se adquieren con el foco en un paciente individual, su aprovechamiento posterior necesita procesos que garanticen su seguridad (desidentificación) y normalización (armonización) para minimizar las diferencias en calidad de imagen entre diferentes equipamientos y fabricantes.
- [aws.amazon.com: Accelerating radiology imaging workflows with relevant clinical context on AWS](https://aws.amazon.com/blogs/industries/accelerating-radiology-imaging-workflows-with-relevant-clinical-context-on-aws/)
- [biobanking.com: Europes Leading Cancer Image Biobank (EUCAIM) Launched by Quibim and European Commission](https://www.biobanking.com/europes-leading-cancer-image-biobank-eucaim-launched-by-quibim-and-european-commission/)
- [health.google: AI-enabled imaging and diagnostics previously thought impossible](https://health.google/intl/ALL_en/health-research/imaging-and-diagnostics/)
- [aws.amazon.com: Accelerating radiology imaging workflows with relevant clinical context on AWS](https://aws.amazon.com/blogs/industries/accelerating-radiology-imaging-workflows-with-relevant-clinical-context-on-aws//)
- [biobanking.com: Europes Leading Cancer Image Biobank (EUCAIM) Launched by Quibim and European Commission](https://www.biobanking.com/europes-leading-cancer-image-biobank-eucaim-launched-by-quibim-and-european-commission//)
- [health.google: AI-enabled imaging and diagnostics previously thought impossible](https://health.google/health-research/imaging-and-diagnostics//)
- [nature.com: Quibim: empowering biopharma to turn images into actionable predictions using artificial intelligence](https://www.nature.com/articles/d43747-023-00028-w) Taking an innovative approach to applying artificial intelligence (AI) to medical imaging, Quibim is designing predictive panels to enable healthcare providers to improve patient outcomes.
- [imperialbiosciencereview.wordpress.com: Redefining diagnostics: the integration of machine learning in medical imaging](https://imperialbiosciencereview.wordpress.com/2023/05/26/redefining-diagnostics-the-integration-of-machine-learning-in-medical-imaging-2/)
- [falco.org/about/case-studies/incepto-medical: Protect shared clusters for medical imaging](https://falco.org/about/case-studies/incepto-medical/) [Incepto Medical](https://incepto-medical.com/en) provides on-demand medical imaging analysis to healthcare facilities. This analysis is based on AI technology manufactured or distributed by Incepto for mammography, X-ray, emergency, CT, MR and PET scanners. Inceptos partners can also use shared clusters to host their own medical devices and AI models.
- [imperialbiosciencereview.wordpress.com: Redefining diagnostics: the integration of machine learning in medical imaging](https://imperialbiosciencereview.wordpress.com/2023/05/26/redefining-diagnostics-the-integration-of-machine-learning-in-medical-imaging-2//)
- [falco.org/about/case-studies/incepto-medical: Protect shared clusters for medical imaging](https://falco.org/about/case-studies/incepto-medical//) [Incepto Medical](https://incepto-medical.com/) provides on-demand medical imaging analysis to healthcare facilities. This analysis is based on AI technology manufactured or distributed by Incepto for mammography, X-ray, emergency, CT, MR and PET scanners. Inceptos partners can also use shared clusters to host their own medical devices and AI models.
- [hms.harvard.edu: Does AI Help or Hurt Human Radiologists Performance? It Depends on the Doctor](https://hms.harvard.edu/news/does-ai-help-or-hurt-human-radiologists-performance-depends-doctor) New research shows radiologists and AI dont always work well together
- [cronicaglobal.elespanol.com: Roberto Ardon (Incepto): "A la IA no se le pueden pedir imposibles"](https://cronicaglobal.elespanol.com/vida/20240604/roberto-ardon-incepto-ia-pueden-pedir-imposibles/860164103_0.html) Incepto es una empresa dedicada al desarrollo de inteligencia artificial para diagnóstico de imagen médica en hospitales; su director de Data Science responde sobre los retos que supone diseñar y entrenar programas de este tipo