Human–AI decisions
How prompts, verification, trust, and judgment shape outcomes.
Founder
Commercial leader, researcher, and founder of SAGE for AI.
The story behind SAGE
For more than two decades, Praveen has worked across Asia and North America in commercial leadership, market development, strategic partnerships, and mission-critical infrastructure.
Across those roles, one theme remained constant: helping people and organizations make better decisions under uncertainty.
While completing the UCLA Anderson Executive MBA, a sustainability project on the environmental cost of artificial intelligence led to a broader question:
How can people make better decisions with AI?
That question became SAGE.
SAGE is being built as an independent research initiative focused on human–AI decision making, sustainable AI use, responsible adoption, and practical frameworks that can help people and organizations use AI more thoughtfully.
Current research interests
How prompts, verification, trust, and judgment shape outcomes.
How better interaction can reduce unnecessary computational demand.
How organizations can introduce AI without weakening accountability.
Tools that translate research into better everyday choices.
Connect
Praveen is based in Singapore and is open to conversations about responsible AI adoption, sustainable AI use, human–AI decision making, and applied research.
Connect on LinkedIn hello@sageforai.org →