EMPERIOStrategy & Research Lab
Case room

Open a pet food route in Bhubaneswar?

Before the decision

Clinic sampling sparked inquiries for smaller bags and more reliable replenishment. A few customers return to the clinic for the same size bag. Others ask for flavours that the clinic does not plan to stock and may buy their next bag elsewhere.

The problem

Should the team choose Direct retail sales or Vet-clinic wholesaler for the next 12 months?

Decision owner: The business unit lead.

The wholesaler is strong in clinics and weak in independent pet stores.

Option economics

Scroll the table to see all figures.

Simulated inputs for 12 months
OptionVolume (bags)₹ per unitFixed costNet contribution
Direct retail sales48,00085₹23 lakh₹17.8 lakh
Vet-clinic wholesaler57,00049₹10 lakh₹17.93 lakh

Make the call

  1. Calculate net contribution for Direct retail sales and Vet-clinic wholesaler. Which assumption makes the comparison most fragile?
  2. If the leading option delivers 10% fewer bags, 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 Vet-clinic wholesaler. It contributes ₹17.93 lakh after fixed costs and leads by ₹0.13 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 demand you can reach from demand you can serve reliably. Test reorder behaviour before using the full-year forecast.

  2. Calculate both options

    Direct retail sales: 48,000 bags × ₹85 less ₹23 lakh in fixed costs gives ₹17.8 lakh. Vet-clinic wholesaler: 57,000 bags × ₹49 less ₹10 lakh in fixed costs gives ₹17.93 lakh.

  3. Stress-test the forecast

    Vet-clinic wholesaler leads by ₹0.13 lakh in the base case. If Vet-clinic wholesaler delivers 10% fewer bags (51,300) at the same margin and fixed cost, it contributes ₹15.14 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, Vet-clinic wholesaler needs at least 56,735 bags to match or beat it under the model. Measure reorder mix by outlet type before extrapolating reach.

The wholesaler is strong in clinics and weak in independent pet stores. 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.

Check whether your answer names the trade-off, cites a number from the exhibit and specifies a reversal condition.

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 scenarioDirect retail salesVet-clinic wholesalerHigher contribution
Both lose 10% of volume₹13.72 lakh₹15.14 lakhVet-clinic wholesaler
Base assumptions₹17.8 lakh₹17.93 lakhVet-clinic wholesaler
Both gain 10% of volume₹21.88 lakh₹20.72 lakhDirect retail sales

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