What is Ximulon?
Ximulon is an AI decision simulation engine that turns any decision — a startup, a career pivot, a big purchase, a relationship choice — into an interactive tree of possible futures. Each branch is probability-weighted, and 1,000 Monte Carlo simulations compute the expected outcome, confidence intervals, best and worst paths, and critical risk factors.
How it works
- Describe your decision. Type a question like "Should I start a startup?" or "Should I accept this job offer?"
- AI generates the decision tree. Claude, GPT-4, or Gemini expand your decision into branches with sentiment, probability, and descriptions.
- Monte Carlo analysis. Ximulon runs 1,000 stochastic simulations to compute the expected outcome score (0–100), 90% confidence interval, and distribution.
- Interactive exploration. Pan, zoom, and click nodes to read detailed outcomes. Compare the best path and worst path to understand the decision's range.
Use cases
- Career decisions: job offers, promotions, AI/ML career pivots, relocation.
- Startup strategy: should I quit and start a company? Bootstrap vs. raise? Pivot vs. persist?
- Financial decisions: buy vs. rent, stocks vs. real estate vs. crypto, investment allocation.
- Life choices: relocation, relationship decisions, education, major purchases.
- Product + business strategy: go-to-market, pricing, hiring, fundraising.
Features
- AI-powered decision tree generation (Claude Sonnet, GPT-4o, Gemini 2.0 Flash)
- 1,000-run Monte Carlo simulation with 90% confidence interval
- Probability-weighted outcome scoring (0–100 score, color-coded)
- Best-path / worst-path analysis and biggest-risk extraction
- Interactive decision tree visualization with pan, zoom, and node detail
- Free demo mode — no account required
- Bring your own API key for private, unlimited simulations
Try a demo
No sign-up needed. Pick a scenario and see the full simulation in seconds: Should I start a startup?, Should I take the offer?, Should I switch to AI/ML?, Should I buy or rent?, How should I invest?, Should I relocate?