Make the reasoning visible
Ask what the decision is, what evidence supports it and what would cause you to change course.
About the founder
Dr. Swapnil Sahoo
A founder interested in how people make decisions, build useful things and act when resources are limited. The Learning Lab brings that focus to proposed programmes in strategy, entrepreneurship and applied AI.
Background that informs the teaching.
The founder’s academic profile lists a Ph.D. in Entrepreneurship from XLRI Jamshedpur, an MBA from XIMB and a B.Tech from Utkal University. It describes an industry career preceding academia and a research focus on entrepreneurial resourcefulness.
His public website documents teaching in strategy and entrepreneurship and resources on AI in management education. These are the founder’s prior activities, not outcomes delivered by the Learning Lab.
Read the founder’s academic profile and the published faculty biography.
The teaching approach
Ideas should survive a practical question.
Work within constraints
Practise with limited time, information and resources. Learn to design a useful next step before a large commitment.
Keep human judgement responsible
Use AI thoughtfully, check its outputs and retain human responsibility for decisions, assessed feedback and certificates.