{"schema_version":"onlylabs.public_signal.v1","title":"Scaleway Writing: How Golem.ai reduces cloud costs by managing Docker images stored on Kapsule nodes","description":"Scaleway writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/212ad3c0-6489-4346-8f03-c5d981511827","json_url":"https://onlylabs.fyi/signals/212ad3c0-6489-4346-8f03-c5d981511827/signal.json","generated_at":"2026-06-11T04:20:22.358+00:00","org":{"slug":"scaleway","name":"Scaleway","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/scaleway","dossier_json_url":"https://onlylabs.fyi/labs/scaleway/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/212ad3c0-6489-4346-8f03-c5d981511827","signal_json":"https://onlylabs.fyi/signals/212ad3c0-6489-4346-8f03-c5d981511827/signal.json","source":"https://www.scaleway.com/en/blog/how-golemai-reduces-cloud-costs-by-managing-docker-images-stored-on-kapsule-nodes/","lab_dossier":"https://onlylabs.fyi/labs/scaleway","lab_dossier_json":"https://onlylabs.fyi/labs/scaleway/dossier.json","analysis":"https://onlylabs.fyi/analysis/scaleway","analysis_json":"https://onlylabs.fyi/analysis/scaleway/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/scaleway/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Scaleway published How Golem.ai reduces cloud costs by managing Docker images stored on Kapsule nodes. 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Every organization, regardless of its mission, relies on a strong technological foundation, increasingly bolstered by artificial intelligence (AI) solutions. As a key player in the French market, Golem.ai offers a range of products, spearheaded by Inboxcare , designed to optimize customer relations for businesses by integrating AI models to ensure fast and efficient processing of incoming messages. As a Scaleway Cloud customer, Golem.ai 's infrastructure relies on managed services, including Kubernetes and managed databases. Kubernetes, as highlighted in recent reports from the DoK community , has established itself as a key tool for integrating AI solutions, thanks to its advanced workload orchestration capabilities and CI/CD pipeline automation. By optimizing the lifecycle of containers, central to this ecosystem, Kubernetes enables efficient and high-performing resource management. In this article, we explore a method implemented..."},"evidence_pages":[{"url":"https://dok.community/wp-content/uploads/2024/11/2024DoKReport.pdf","final_url":"https://dok.community/wp-content/uploads/2024/11/2024DoKReport.pdf","title":"How Golem.ai reduces cloud costs by managing Docker images stored on Kapsule nodes","http_status":200,"content_type":"application/pdf","capture_method":"exa","fetched_at":"2026-06-11T04:20:22.358+00:00","bytes":1424970,"raw_path":"0beecaca49b43f78ce58e3f4b7b0b10fe9b1e29bc2268abac96c412045c295ab.pdf","content_hash":"bb4a305382482404909e5bbe53abb75566afefff7c7b78428569a71cbed80b0e","excerpt_chars":1200,"truncated":true,"excerpt":"Data on Kubernetes Report 2024 1 RESEARCH REPORT Data on Kubernetes 2024 Beyond Databases: Kubernetes as an AI Foundation November 2024 Data on Kubernetes Report 2024 2 Executive Summary The transformative impact of Data on Kubernetes (DoK) accelerated in 2024 with a notable revelation: organizations increasingly view Kubernetes as one of the most important parts of their infrastructure for accelerating their AI strategy. This finding underscores how Kubernetes has evolved from its initial role in container orchestration to become an important foundation for next-generation data and AI infrastructure. Our 2024 survey of 150 technology leaders reveals that DoK adoption has reached a new level of maturity, while simultaneously pushing into more advanced use cases. The ecosystem is expanding beyond traditional data workloads to embrace AI/ML, streaming, and advanced analytics, all while databases remain the backbone of DoK deployments for the third consecutive year. The data tells a compelling story: organizations are not just experimenting with DoK—they’re standardizing on it. This increase in advanced workloads on Kubernetes reflects both the maturing ecosystem and the growing..."},{"url":"https://www.scaleway.com/en/blog/how-golemai-reduces-cloud-costs-by-managing-docker-images-stored-on-kapsule-nodes/","final_url":"https://www.scaleway.com/en/blog/how-golemai-reduces-cloud-costs-by-managing-docker-images-stored-on-kapsule-nodes/","title":"How Golem.ai reduces cloud costs by managing Docker images stored on Kapsule nodes","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-07T21:16:16.882513+00:00","bytes":179144,"raw_path":"51d50f29b091d8e85e9d820352e6db7005dd4ee46198045337a4c7ca2ab54072.html","content_hash":"ab6cc3a8530b9ce38f1943a9e6dc150a692b7bfe7ff8987f2ec1435462ebcfaf","excerpt_chars":1200,"truncated":true,"excerpt":"How Golem.ai reduces cloud costs by managing Docker images stored on Kapsule nodes Deploy • Kevin Baude, Aleksandra Stanczak • 05/12/24 • 8 min read In today’s economic context, agility and continuous improvement are essential drivers of success. Every organization, regardless of its mission, relies on a strong technological foundation, increasingly bolstered by artificial intelligence (AI) solutions. As a key player in the French market, Golem.ai offers a range of products, spearheaded by Inboxcare , designed to optimize customer relations for businesses by integrating AI models to ensure fast and efficient processing of incoming messages. As a Scaleway Cloud customer, Golem.ai 's infrastructure relies on managed services, including Kubernetes and managed databases. Kubernetes, as highlighted in recent reports from the DoK community , has established itself as a key tool for integrating AI solutions, thanks to its advanced workload orchestration capabilities and CI/CD pipeline automation. By optimizing the lifecycle of containers, central to this ecosystem, Kubernetes enables efficient and high-performing resource management. 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