SubImage offers a solution for managing security in increasingly complex cloud environments. With companies using over 106 software services on average, security teams often struggle with visibility and risk management. The platform maps both cloud and on-premises infrastructure, identifying vulnerabilities, misconfigurations, and access risks that could lead to breaches. Unlike traditional methods that rely on spreadsheets, SubImage leverages AI to provide tailored insights into security issues specific to each organization's structure and environment. Key features include the ability to track software dependencies and assess vulnerabilities through a graph engine that illuminates attack paths. SubImage emphasizes least privilege access by helping users identify and minimize unnecessary permissions. It operates without the need for agents, utilizing a secure read-only API for continuous asset discovery and mapping across various platforms. The integration capabilities are robust, allowing for connections with existing systems without vendor lock-in, and making it easier to automate workflows. SubImage is built on the open-source foundation of Cartography, which ensures transparency and flexibility in how security rules and relationships are managed. The tool supports a wide range of integrations, covering popular SaaS, security threat management tools, cloud services, and identity providers. With a community-driven approach, SubImage aims to provide actionable findings that are relevant to users' specific architectures and risk profiles.