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Petrazim Solutions LtdConsulting & Training

Monte Carlo · Interactive

Product Launch Simulator

Thinking of bringing a new product to market? Run hundreds of possible futures in seconds. See likely weekly and monthly revenue, your P&L, cash needs and break-even, and the factors that matter most: market forces, competitors, pricing, marketing, raw materials, labour and supplier risk.

  1. Step 1

    Describe your product

    Type, price, capacity and launch budget.

  2. Step 2

    Set the market

    Customers, competitors, pricing, costs and inflation.

  3. Step 3

    Run the futures

    Hundreds of simulations with supplier, currency and rival shocks.

  4. Step 4

    Act on the insights

    Revenue ranges, P&L, break-even and focus areas.

Start simulating

Take this case away: a full report with the dashboard, P&L, sensitivity, every input and detailed recommendations.

Chance of profit

71%

of 400 futures profitable by week 78

Expected revenue

₦3.2bn

Net profit ₦247.9m over 78 weeks

Break-even

Week 30

Reached in 82% of futures

Funding to plan for

₦350.1m

Deepest cash dip (P90). Typical: ₦47.3m

Revenue per weekShaded band: 80% of simulated futures (P10–P90). Line: most likely (P50). Net of channel margin.
Cumulative profit and cash positionBelow zero = cash you must fund. Band shows P10–P90 of futures.
Spread of final profitNet profit after 78 weeks across every simulated future.
Profit Loss
Monthly P&L — fixed vs variable costsAverage across futures. Bars are costs; the line is revenue.
Gross margin 14%Variable ₦2.8bnWaste ₦93.8mCost of sales ₦96.0mFixed & launch ₦106.0mDependencies ₦29.7mMarketing ₦53.0m
What moves your profit mostChange in final profit if each factor is 20% lower or higher.
Unit economicsWhere each ₦2,500 sale goes, at launch prices.
  • Shelf price₦2,500
  • Channel margin−₦500
  • Raw materials−₦900
  • Labour−₦200
  • Packaging, logistics & fees−₦200
  • Cost of sales−₦60
  • Waste allowance−₦46
  • Contribution30% of net price covers fixed costs and profit₦594
Customers won
209,163
packs sold
1,600,302
Demand left unserved
5.6%
Accepted price (P10–P90)
₦2,250–₦2,787
Cost of waste
₦93.8m
Chance of ₦3.5bn revenue
36%
Futures with a rival price cut
61%

Key areas to focus on

Strong outlook

  1. 1. Watch

    Key driver 1: Selling price

    Price is your strongest lever. Test willingness to pay, bundles and pack sizes before launch.

  2. 2. Lever

    Key driver 2: Raw-material cost

    Input costs drive profit. Negotiate supply contracts, consider forward-buying and qualify a second supplier.

  3. 3. Lever

    Key driver 3: Channel margin

    Distributor margins cut deep. Compare direct, online and partner channels.

  4. 4. Watch

    Dependency resilience

    Key raw-material supplier disruptions cost about 2.0% of potential revenue. Build buffer stock or a backup provider.

  5. 5. Watch

    Revenue target

    36% of futures reach ₦3.5bn in revenue. Consider a staged target or stronger demand levers.

  6. 6. Watch

    Expect a competitive response

    In 61% of futures a rival cuts price. Plan your counter-move: loyalty, bundles or a value tier.

  7. 7. Watch

    Cash runway

    Have about ₦350.1m available (the deepest cash dip in 9 out of 10 futures) before revenue catches up. Typical need: ₦47.3m.

Discuss my launch plan

Illustrative Monte Carlo model driven by your inputs — not a forecast or financial advice.

What's inside the model

Demand that behaves like a real market

Customers arrive through marketing and word of mouth, buy again, drift away, and follow the seasons. Market growth, competitors and your price against theirs set how many you can win.

Costs that move over time

Raw materials follow inflation, random price swings and currency shocks. Wages rise each year. Fixed overheads, dependency fees, marketing and launch spend are tracked separately from variable costs.

Dependencies that can fail

Suppliers, logistics, power, packaging and payment platforms each have a chance of disruption that cuts capacity. Rivals may cut prices, and regulatory approvals can delay launch.

Answers you can act on

Every input is tested 20% up and down to rank what really moves profit. The simulator then turns the results into plain-language focus areas.

Want to test your capability to deliver the launch, too? Try the Capability Impact Simulator or book a free consultation.

Launch with a plan, not a guess.

We'll pressure-test your assumptions, build the go-to-market and supply plan, and get your team ready to deliver.

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