The SANDPIT Framework: A Blueprint to Mastering Cloud GenAI Sandbox Governance

As organizations rush to harness the full potential of Generative AI (GenAI), they are recognizing that responsible experimentation at scale requires a controlled approach. This strategic necessity is driving the widespread adoption of cloud-based GenAI sandboxes, that provide an isolated environment for learning, prototyping, and testing of GenAI products, before moving to production. Because of its foundational capability, cloud GenAI sandboxes have made its way into organizations of every size, industry, and geography. Here are a few examples:

• The Singapore Government’s Infocomm Media Development Authority created a GenAI sandbox in 2023 to evaluate AI products. Using this sandbox, GenAI use cases will be evaluated with upstream model developers (such as Amazon Web Services, Google, Microsoft, and Anthropic), application deployers (such as DataRobot, OCBC, Global Regulation Inc, and Singtel) and third-party testing teams (including Resaro.AI, Deloitte, EY and TÜV SÜD) to evaluate how various players come together to deliver ...