Swapnil SahooLearning Lab

The proposed programme catalogue

Start with the work you want to do.

Three proposed programmes. Each includes an original demonstration lesson, a capstone and a published assessment rubric. Explore the curriculum before registering interest.

01

Register interest

AI for Managers

Turn an AI idea into a testable managerial decision.

For
Adult MBA and other management students applying AI to business problems.; Early-career professionals responsible for team workflows, analysis or customer operations.

Proposed duration
Proposed: four weeks; six 90-minute live sessions plus approximately two hours of independent work each week.

Your capstone
Submit a five-page AI workflow pilot proposal for an original hypothetical or explicitly authorised business setting. Include a task brief, ten-example evaluation, baseline comparison, cost assumptions, risk controls, human decision owner and stop/go criteria. A proposal can recommend against adoption if the evidence supports that decision.

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02

Register interest

Strategy and Case Thinking Lab

Move from a case summary to a defensible choice.

For
Adult management students who want to make stronger case arguments.; Early-career analysts and professionals asked to recommend a course of action under uncertainty.

Proposed duration
Proposed: three weeks; six 90-minute live sessions plus approximately two hours of independent work each week.

Your capstone
Write a 1,500-word decision memo from an original Lab case packet or an explicitly authorised workplace problem. Include a decision statement, evidence ledger, two alternatives, a simple economic comparison, a trade-off, a supporting activity map and an implementation test. Defend the memo in a short instructor-led discussion.

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03

Register interest

Entrepreneurship Under Constraint Bootcamp

Test a venture idea before committing scarce resources.

For
Adult management students exploring an original venture or side project.; Early-career professionals who want to test a customer problem within a limited budget and time.

Proposed duration
Proposed: four weeks; six 90-minute live sessions plus approximately three hours of independent work each week.

Your capstone
Submit a venture evidence dossier of up to eight pages: means and loss boundary, customer problem, consent-based interview evidence or explicitly labelled simulation, experiment design, observed results if a test was authorised, simple unit economics and a continue/revise/stop memo. Planned tests must be labelled as plans; invented results are not evidence.

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Interest first. Programme approval before enrolment.

Proposed formats may be revised after pilot conversations. Dates, fees, places and the final delivery arrangement will be confirmed before any paid offer. No payment is collected on this site.

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