Shaping the AI Sandbox Ecosystem for the Intelligent Age 2025

The framework for the AI sandbox ecosystem4 The strategic and operational frameworks for AI sandboxes proposed in this section are designed to establish the AI enablers and AI guardrails. Given the fast-evolving nature of AI technologies, the diversity of use cases and the varied risk landscapes, a one-size-fits-all approach to establishing sandbox(es) is neither feasible nor desirable. Instead, an ecosystem of sandboxes must be envisioned, with each sandbox tailored to its specific objectives, sectoral priorities and stakeholder needs. In other words, an ecosystem of AI sandboxes should evolve, preferably meeting common standards and protocols for portability of AI solutions and collaboration of resources. A shared strategic vision is necessary to guide innovators, policy-makers, regulators and enablers in shaping AI development that is not only cutting- edge but also responsible and inclusive. This vision should serve as the north star for institutional design, infrastructure investments and governance mechanisms – ensuring that all AI sandbox initiatives are aligned with national priorities and public interest. This vision underpins the framework that follows – built to address structural barriers through coordinated interventions across data access, compute capability, model validation, regulatory alignment and ecosystem support.4.1 Vision of the AI sandbox Vision statement of the AI sandbox workstream within the AI for India 2030 initiative To establish an AI sandbox ecosystem that catalyses responsible innovation, enhances the ease of doing AI research and development, and positions India as a global leader in artificial intelligence by 2030. Shaping the AI Sandbox Ecosystem for the Intelligent Age 14