EMPERIOStrategy & Research Lab
Case room

Grow a Kota study-planning product

Before the decision

Students use the free scheduler heavily around mock exams, then usage drops. The founder can demonstrate high engagement during exam preparation. Institutes ask for evidence that students use the product across the term before agreeing to a licence.

The problem

Should the team choose Institute licence or Direct paid plan for the next 12 months?

Decision owner: The business unit lead.

Institutes buy centrally but students can ignore mandated tools.

Option economics

Scroll the table to see all figures.

Simulated inputs for 12 months
OptionVolume (learner-months)₹ per unitFixed costNet contribution
Institute licence74,000155₹71 lakh₹43.7 lakh
Direct paid plan51,000215₹59 lakh₹50.65 lakh

Make the call

  1. Calculate net contribution for Institute licence and Direct paid plan. Which assumption makes the comparison most fragile?
  2. If the leading option delivers 10% fewer learner-months, does your recommendation change?
  3. What evidence would you ask for before the team makes an irreversible commitment?
Reveal the worked solution

Start by validating Direct paid plan. It contributes ₹50.65 lakh after fixed costs and leads by ₹6.95 lakh. Treat that gap as the amount of unmodelled cost or lost contribution the option can absorb before the ranking reverses.

  1. Frame the decision

    Separate sales that are incremental from sales shifted out of an existing channel. Include the support and fulfilment needed to keep new customers.

  2. Calculate both options

    Institute licence: 74,000 learner-months × ₹155 less ₹71 lakh in fixed costs gives ₹43.7 lakh. Direct paid plan: 51,000 learner-months × ₹215 less ₹59 lakh in fixed costs gives ₹50.65 lakh.

  3. Stress-test the forecast

    Direct paid plan leads by ₹6.95 lakh in the base case. If Direct paid plan delivers 10% fewer learner-months (45,900) at the same margin and fixed cost, it contributes ₹39.69 lakh. Holding the other option constant, the stressed result falls behind. This isolates volume risk. Check whether both options would respond to the same change in demand.

  4. Set a decision threshold

    Holding the other option’s result fixed, Direct paid plan needs at least 47,768 learner-months to match or beat it under the model. Track weekly use through a complete test cycle and compare renewal intent.

Institutes buy centrally but students can ignore mandated tools. Compare the cost of a limited test with the loss the business would face if the full commitment failed. Ask the team to agree the decision criterion before collecting more evidence.

What if the whole market moves?

The worked solution tests a change to one option at a time. Here, both options gain or lose the same percentage of volume. Unit contribution and fixed costs stay constant.

Simulated contribution after fixed costs
Volume scenarioInstitute licenceDirect paid planHigher contribution
Both lose 10% of volume₹32.23 lakh₹39.69 lakhDirect paid plan
Base assumptions₹43.7 lakh₹50.65 lakhDirect paid plan
Both gain 10% of volume₹55.17 lakh₹61.62 lakhDirect paid plan

Explain which option you would take forward. Check whether capacity, price or customer mix would also change as the market moves.

Review the underlying lesson