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Quantitative modeling and simulationsPrompt 054

Run a goal-funding Monte Carlo

Frames a goal as a probability and trade-off.

Ready to ask

Prompt text

Ask Silvia
“Estimate the probability of funding [goal] by [date] without compromising [other goal]. Simulate market returns, contribution variability and inflation. Show the shortfall distribution and the variables with the greatest influence.”

Context Silvia can use

Assets, contributions, goals, dates and modeled returns.

What a strong answer includes

Probability, shortfall distribution and sensitivity.

Useful follow-ups

  • What contribution reaches 80% confidence?
  • What if the deadline moves one year?

Ask Silvia about your actual financial life

Connect the relevant accounts, add the goal or constraint that matters, and ask Silvia to show the evidence and assumptions behind the answer.

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