India's financial official pushes for cross-sector AI sandbox testing
Financial services additional secretary advocates regulatory sandboxes spanning multiple industries to balance AI innovation with oversight.

Regulatory sandboxes proposed for multi-industry AI testing
India's financial services additional secretary Vivek Aggarwal has called for AI regulatory sandboxes that span multiple economic sectors. This approach aims to provide controlled environments for testing AI applications while maintaining government oversight. The proposal recognizes that AI impacts extend beyond single industries.
Current sandbox limitations drive cross-sector proposal
Existing regulatory sandboxes in India typically operate within single domains like finance or healthcare. Aggarwal noted these isolated environments may not capture how AI systems interact across sectors. A 2021 Reserve Bank of India sandbox for fintech innovations demonstrated this limitation when tested products required data from non-financial sources.
Balancing innovation and risk in AI deployment
The sandbox framework would allow developers to test AI systems with real-world data under temporary regulatory relief. Aggarwal emphasized this could accelerate deployment while letting regulators identify potential harms. The proposal follows similar multi-sector approaches in Singapore and the UK, though India's would operate at larger scale.
Implementation challenges for cross-industry oversight
Coordinating sandboxes across ministries presents logistical hurdles. The financial services secretary cited data sharing protocols and liability frameworks as key unresolved issues. Success would require standardized evaluation metrics that work for both agricultural AI tools and financial algorithms.
Next steps for India's AI governance approach
The financial services ministry will convene interdepartmental talks to develop sandbox guidelines. Aggarwal suggested pilot programs could begin within 18 months, initially linking financial and telecom sectors. Private sector participants would need to demonstrate clear testing protocols before receiving sandbox access.
Global precedents inform India's sandbox design
Singapore's cross-sector sandbox model, operational since 2020, provides one template. However, India's larger economy and data diversity require different scaling solutions. The UK's Digital Regulation Cooperation Forum offers another reference point for multi-regulator coordination.
Actionable takeaways for AI developers
Companies building cross-industry AI applications should monitor emerging sandbox guidelines. Early participants may gain first-mover advantage in shaping evaluation criteria. The financial services ministry plans to release discussion papers within six months for public comment.


