Shaping the AI Sandbox Ecosystem for the Intelligent Age 2025
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The three major types of AI sandbox FIGURE 1
Source: World Economic Forum analysis
The thr ee
major types of
AI sandbox
Innovation sandbox
Qatar MCIT AI Sandbox
Purpose
Provide a flexible envir onment
for developers, innovators and
businesses to experiment with
and develop AI-driven solutions
Primary stakeholders
Developers, businesses,
resear chers, AI solution ar chitects
and data experts (mentors)
Core components
Low-code/no-code IDE,
P2P collaboration, expert
mentorshipRegulatory sandbox
Norway Regulatory
Privacy Sandbox
Purpose
Promote the development and
implementation of ethical and
responsible AI fr om a privacy
perspective
Primary stakeholders
Data Pr otection Authority ,
regulatory authorities,
exter nal experts
Core components
Regulatory assessment,
mentorship2 1
Hybrid sandbox
Malaysia National T echnology
and Innovation Sandbox
Purpose
Accelerate companies to launch
advanced technology applications
while pr oviding r egulatory
relaxation during development
Primary stakeholders
Developers, r egulators, industry ,
tech experts, investors, facility
providers, market access partners
Core components
Testbed, market access, funding,
capacity-building, r egulatory
support, mentorship3
Example Example Example
Shaping the AI Sandbox Ecosystem for the Intelligent Age
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