Thought and practice leadership

Designing a Human-AI Innovation Edge for Enterprises

Strategy Use Cases on Building “Trilingual Skills” (Design x AI x Domain) for the Future of Innovation

Developed by Singapore University of Technology and Design (SUTD)
Supported by SGTech and SkillsFuture Singapore (SSG)

Discussions about AI often focus on what AI can do, and what AI can do to people.

The Strategy Use Cases in this briefing focus instead on what AI can do for people, and what people can do with AI.

The age of AI is here. How human it becomes is up to us.

This report is a first draft of the future; a sharing of what we’ve learnt so far. It captures the first wave of case studies from ongoing research, experimentation, and deployment across Singapore’s organisations, schools, and workforce development institutions. Additional case studies will be added as new partnerships produce evidence and new patterns emerge.

These use cases show leaders ten decisions you can make to put humans at the heart of our age of AI and strive closer to a human-centred future.

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Publication date: April 2026