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·5 min read·Lontevis Research

How Lontevis Works: The Math Behind Smarter retirement withdrawal optimization Decisions

retirement withdrawal optimizationMonte Carlodecision intelligencedata-driven

How Lontevis Works

Making a retirement withdrawal optimization decision without the right data is like driving with your eyes closed. Lontevis changes that.

The Problem

Most retirement withdrawal optimization tools give you a single number with no uncertainty range. That number is almost certainly wrong because it ignores the variance in real-world outcomes.

Our Approach

Lontevis uses Monte Carlo simulation — the same technique actuaries and financial engineers use — to model thousands of possible outcomes. Instead of one guess, you get a probability distribution.

We pull data from free federal sources (no paid APIs, no bias) and combine it with published academic frameworks. The math is the moat — no competitor does this.

What You Get

  • Expected cost: The most likely outcome
  • Worst case (P95): What happens if everything goes wrong
  • Best case (P5): The optimistic scenario
  • Sensitivity analysis: Which variables matter most

The result is a comprehensive report that tells you not just what to do, but how confident you should be in that decision.

Try the Lontevis calculator free →

Lontevis is part of the Smart Technology Investments portfolio of decision intelligence tools.

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Maximize retirement income. Minimize ruin probability — withdrawal optimization.

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