AI for Managers
Turn an AI idea into a testable managerial decision.
Proposed: four weeks; six 90-minute live sessions plus approximately two hours of independent work each week.
Explore + try a lessonThink clearly. Practise deliberately.
Swapnil Sahoo Learning Lab
A founder-led professional education initiative hosted on swapnilsahoo.com. Practise applied AI, strategy and entrepreneurship through proposed programmes for adult management students and early-career professionals.
The first offer
Three ways to put judgement to work.
Explore an original demonstration lesson before registering interest. Each proposed programme is built around something you can explain, test and improve.
Strategy and Case Thinking Lab
Move from a case summary to a defensible choice.
Proposed: three weeks; six 90-minute live sessions plus approximately two hours of independent work each week.
Explore + try a lessonEntrepreneurship Under Constraint Bootcamp
Test a venture idea before committing scarce resources.
Proposed: four weeks; six 90-minute live sessions plus approximately three hours of independent work each week.
Explore + try a lessonProgrammes are in preparation. Fees, dates and places are unconfirmed; payments are disabled.
How learning works
A decision. A first attempt. A better second attempt.
01 / Frame
Understand the problem
Separate the decision from the noise. State what you know, what you assume and what evidence would change your mind.
02 / Make
Produce useful work
Build a decision memo, an AI workflow or a small venture experiment. Use original scenarios with explicit constraints.
03 / Review
Defend and revise
Test your reasoning against a rubric. Human feedback and a revised capstone support assessment; tool usage alone does not demonstrate learning.
Choose your route
Build your practice, or bring a pilot to your institution.
The initial focus is adults in management education and the early years of professional work. Institutions can explore a small, scoped pilot with measurable learning goals.
For professionals
Compare the proposed programmes, try an exercise and tell us the decision skills you want to strengthen.
Find your starting point →For colleges
Discuss audience, timetable, assessment and responsibilities before agreeing to a pilot.
Shape a pilot →The founder
Founded by Dr. Swapnil Sahoo.
The Lab grows from a founder’s interest in strategy, entrepreneurship, applied AI and managerial judgement. Read about his background and the distinction between his prior work and this new initiative.
Meet the founder →