Shaping the AI Sandbox Ecosystem for the Intelligent Age

The report outlines a national framework for AI sandboxes in India, designed as controlled environments for testing and validating AI solutions. It identifies five systemic challenges—data accessibility, compute infrastructure, model affordability/representation, regulatory uncertainty, and ecosystem enablement—and proposes a five-layer strategic framework (Infrastructure, Data, Models, Innovation, and Governance) to address them. The document provides a four-phase operational roadmap and calls for coordinated action from government, industry, academia, and start-ups to position India as a global leader in inclusive AI by 2030.

• India faces five primary systemic challenges that hinder scalable AI innovation: limited access to localized datasets and governance, constrained compute infrastructure, high costs and lack of contextual representation in models, regulatory uncertainty regarding validation, and limited market access and ecosystem support for start-ups.
• The proposed strategic framework for AI sandboxes is organized into five interdependent layers, each combining enablers for growth and guardrails for safety: Infrastructure (compute and secure environments), Data (multilingual datasets and privacy), Models (localized architectures and evaluation), Innovation (sectoral use cases and validation), and Governance (multistakeholder oversight and risk management).
• The operational framework for implementing AI sandboxes consists of four phases: defining objectives and scope aligned with national priorities, establishing governance and access protocols, designing core components (such as datasets and compute), and executing, scaling, and monitoring outcomes.
• AI sandboxes are categorized into three types based on their primary objective: Regulatory sandboxes for safety and compliance (e.g., Norway), Innovation sandboxes for rapid prototyping and resource sharing (e.g., Qatar), and Hybrid sandboxes that combine both (e.g., Malaysia).
• To support the AI ecosystem, the IndiaAI Mission increased its provision of subsidized graphics processing units (GPUs) to start-ups from an initial 18,000 to 34,000 as of June 2025.
• The report recommends that the Indian government launch national and state-level AI sandbox pilots within a 12–14-month horizon, focusing on priority sectors such as agriculture, healthcare, and MSMEs.

APA

World Economic Forum (2025). Shaping the AI Sandbox Ecosystem for the Intelligent Age. https://reports.weforum.org/docs/WEF_Shaping_the_AI_Sandbox_Ecosystem_for_the_Intelligent_Age_2025.pdf

Chicago

World Economic Forum. Shaping the AI Sandbox Ecosystem for the Intelligent Age. 2025. https://reports.weforum.org/docs/WEF_Shaping_the_AI_Sandbox_Ecosystem_for_the_Intelligent_Age_2025.pdf.

Wikipedia

{{cite report |author=World Economic Forum |title=Shaping the AI Sandbox Ecosystem for the Intelligent Age |date=August 2025 |url=https://reports.weforum.org/docs/WEF_Shaping_the_AI_Sandbox_Ecosystem_for_the_Intelligent_Age_2025.pdf |access-date=23 October 2026 |via=Climate Insights Directory}}

BibTeX

@techreport{worldeconomicforum2025shaping, author = {{World Economic Forum}}, title = {{Shaping the AI Sandbox Ecosystem for the Intelligent Age}}, institution = {World Economic Forum}, year = {2025}, month = aug, url = {https://reports.weforum.org/docs/WEF_Shaping_the_AI_Sandbox_Ecosystem_for_the_Intelligent_Age_2025.pdf}, urldate = {2026-10-23}, note = {Indexed by Climate Insights Directory} }