Step 01
Start from the data you already have
Import spreadsheets, inspect sheets and columns, and prepare a model without rebuilding the logic in notebooks or brittle spreadsheet tabs.
Test Business Scenarios before they become expensive mistakes.
WhatIf is the frontier app for what-if analysis, Monte Carlo simulation and scenario visualization. Upload real data, model shocks, compare outcomes and get plain-language explanations your team can actually use.
Analyze data without need for data science.
Why this exists
Most teams can report the past. Very few can model the next move.
Without it
You duplicate spreadsheets, tweak assumptions by hand, wait for someone to rerun a model, then explain the result in a slide deck built from screenshots.
With WhatIf
You upload data once, explore multiple scenarios in the browser, quantify risk and produce an explanation that finance, ops and leadership can review immediately.
Product walkthrough
Four screens that show the product is already more than an idea.
This is not a placeholder concept page. These are interface snapshots from the app in development, used to validate whether teams want this workflow enough to pay for it.
Step 02
Model scenarios instead of guessing outcomes
Apply shocks, events and alternative assumptions to see how your target metric changes over time. Compare baseline and scenario paths in the same workflow.
Step 03
See the story behind the numbers
The platform does not stop at charts. It surfaces probabilities, warnings, narrative explanations and the drivers behind each result so the output is decision-ready.
Step 04
Share results with people who do not want raw models
Export bundles or reports and turn simulations into something usable for finance, strategy, founders and operating teams.
Demand validation
Join the waitlist if this solves a real problem for your team.
The goal right now is simple: find out whether teams working on planning, forecasting and scenario analysis actually want this enough to try it early and pay for it later.
