Monte Carlo Studio
10,000 futures. One answer.
Sweep thousands of plausible worlds across 40+ inputs. Surface the path of highest conviction, and the cliff you can't afford to ignore.
You shouldn't need a finance team to answer this
The everyday questions this module makes simple.
The worst case blindsides you
You planned for the base case, and the bad month arrived anyway.
Too many moving parts
Price, churn, hiring, growth, you can't hold every combination in your head.
You sweat the wrong number
Without knowing which lever matters, you obsess over one that barely moves runway.
See the full range of outcomes
Thousands of simulations fan out into a P10 / P50 / P90 distribution and flag the cash-cliff month, risk made visible.
Illustrative, capabilities and typical targets, not guaranteed outcomes.
The cliff you can't afford to ignore
10,000 futures. One answer.
Most plans look fine in the middle and fall apart at the edges. Monte Carlo Studio runs your model thousands of times across the things you're least sure about, so you see the unlucky paths early, while you can still steer around them.
- Define ranges for your shakiest inputs
- See P10 / P50 / P90 outcomes at a glance
- Find which lever actually moves the answer
Decisions you can make this week
Practical calls this module helps you get right, no finance background needed.
The capabilities that earn the work.
Distribution-first
Define ranges, not point estimates. Acknowledge uncertainty honestly.
10k+ runs
Each scenario simulated thousands of times in seconds.
Risk surfacing
Highlights the 5th-percentile outcomes you don't want to find out about late.
Tornado charts
Rank which inputs actually move your runway, and which are noise.
From signal to decision.
- 1
Pick your bets
Choose the variables you're least sure about and define their ranges.
- 2
Run the sweep
10,000 simulations across the joint distribution in under a minute.
- 3
Read the spread
P10 / P50 / P90 outcomes plotted with full tornado decomposition.
- 4
Tighten the plan
Reduce risk by acting on the inputs that actually move the answer.
Questions founders ask
What is Monte Carlo, in plain terms?+
It runs your plan thousands of times, each with slightly different assumptions, so you see the full spread of what could happen, not just one tidy line.
What do I need to provide?+
Just a range for the inputs you're unsure about, say, growth between 4% and 9%. The studio handles the rest.
How do I read the result?+
You get a low, middle, and high outcome (P10/P50/P90) plus a ranked list of which inputs drove the spread.
Adjacent capabilities.
Make this the last spreadsheet you build
Build your plan, connect your data, and see this working on your own numbers, no finance team required.
From idea to investor-ready · built for founders, not finance teams