List of the Top 3 Cloud Management Software for Dataiku in 2025

Amazon Web Services (AWS) is a global leader in cloud computing, providing the broadest and deepest set of cloud capabilities on the market. From compute and storage to advanced analytics, AI, and agentic automation, AWS enables organizations to build, scale, and transform their businesses. Enterprises rely on AWS for secure, compliant infrastructure while startups leverage it to launch quickly and innovate without heavy upfront costs. The platform’s extensive service catalog includes solutions for machine learning (Amazon SageMaker), serverless computing (AWS Lambda), global content delivery (Amazon CloudFront), and managed databases (Amazon DynamoDB). With the launch of Amazon Q Developer and AWS Transform, AWS is also pioneering the next wave of agentic AI and modernization technologies. Its infrastructure spans 120 availability zones in 38 regions, with expansion plans into Saudi Arabia, Chile, and Europe’s Sovereign Cloud, guaranteeing unmatched global reach. Customers benefit from real-time scalability, security trusted by the world’s largest enterprises, and automation that streamlines complex operations. AWS is also home to the largest global partner network, marketplace, and developer community, making adoption easier and more collaborative. Training, certifications, and digital courses further support workforce upskilling in cloud and AI. Backed by years of operational expertise and constant innovation, AWS continues to redefine how the world builds and runs technology in the cloud era.

Microsoft Azure is a dynamic cloud computing platform designed to streamline the development, testing, and management of applications with speed and security. By leveraging Azure, you can creatively turn your ideas into effective solutions, taking advantage of more than 100 services that support building, deploying, and managing applications across various environments such as the cloud, on-premises, or at the edge, all while using your preferred tools and frameworks. The ongoing innovations from Microsoft ensure that your current development requirements are met while also setting the stage for your future product goals. With a strong commitment to open-source values and support for all programming languages and frameworks, Azure grants you the flexibility to create and deploy in a manner that best fits your needs. Whether your infrastructure is on-premises, cloud-based, or edge-focused, Azure is equipped to evolve alongside your existing setup. It also provides specialized services for hybrid cloud frameworks, allowing for smooth integration and effective management. Security is a key pillar of Azure, underpinned by a skilled team and proactive compliance strategies that are trusted by a wide range of organizations, including enterprises, governments, and startups. With Azure, you gain a dependable cloud solution, supported by outstanding performance metrics that confirm its reliability. Furthermore, this platform not only addresses your immediate requirements but also prepares you for the future's dynamic challenges while fostering a culture of innovation and growth.

A fresh strategy for managing SaaS in large organizations is crucial for mitigating risks, improving budget efficiency, and creating unified governance. As SaaS applications continue to proliferate, many enterprises discover that these tools are increasingly escaping the oversight of their IT departments. This complex landscape of decentralized IT emerges as various business units adopt a multitude of digital solutions to enhance productivity, often resulting in a phenomenon referred to as 'underground digitalization.' The transition towards decentralized IT represents a significant change that is frequently overlooked and inadequately managed, putting companies at risk for critical issues such as GDPR compliance failures, security threats, and operational inefficiencies. It is vital for organizations to tackle these challenges proactively and establish regulations, since all large enterprises will eventually face this decentralization as they strive for accelerated digital transformation. In this context, Beamy serves an essential function by continuously monitoring and cataloging all SaaS applications in use within your organization, enabling you to refine your SaaS ecosystem effectively. By visualizing usage trends, understanding the risks posed by shadow IT, and supporting informed decision-making, organizations can harness the full potential of their SaaS investments while adeptly navigating the intricacies of their digital landscapes. Ultimately, adopting such comprehensive oversight not only enhances operational resilience but also fosters a culture of accountability and innovation within the enterprise.