Financial modeling, probabilistic simulation, and revenue optimization — built for executives, analysts, and advisors who need defensible numbers fast.
These tools apply rigorous quantitative methods to real business problems — from stress-testing cashflow margins to running probabilistic simulations across thousands of scenarios. Each model is free, browser-based, and generates output you can use directly in reports and presentations.
Model top-line capital risk and stress-test your margins across three simultaneous scenarios — baseline, best-case upside, and worst-case downside. Define revenue volatility and fixed cost swing to calculate annualized capital at risk.
Run probabilistic simulations across thousands of independent scenarios to quantify uncertainty and define confidence intervals for revenue, cost, and net outcome projections. Replace static point estimates with probability distributions.
Visualize revenue as a three-dimensional surface across price, volume, and contribution margin. Rotate the model to find peak revenue regions and identify where pricing and volume trade-offs maximize net return.
Decompose customer lifetime value by acquisition cohort. Model retention curve shape, define churn assumptions by period, and project cumulative LTV over a multi-year horizon. Identify which cohorts drive disproportionate long-term revenue.
Pre-judgment interest calculators and court-ready amortization schedules across all U.S. jurisdictions.
3 Tools ◈Debt reconciliation, operational heatmaps, and AI automation ROI analysis for operational leaders.
3 Tools ↗SEO ROI modeling and digital acquisition analysis for growth-stage operators and CMOs.
4 ToolsWhite Oak Intelligence builds custom stochastic architectures, sensitivity models, and integrated financial dashboards that run on your real operational data — not generic inputs. The tools above are starting points. Client engagements go substantially further.
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