Think in Systems.Explain with Clarity.

Two worlds — AI & Business — brought together in interactive canvases you can tweak live.

Two domains, one interactive canvas

AI & Machine Learning

Formulas you can scrub, metrics that recompute live, and model intuition you build by playing — not reading.

Business Analytics

P&L flows, KPI dashboards, strategy matrices, and market sizing — all interactive, all connected.

Built for manipulation, not just display

Every value is editable. Every diagram recomputes. Drag, scrub, and tweak to build real intuition.

Drag-to-scrub formulas

Grab any input value and drag — watch every connected output update in real time.

P&L Sankey flows

Revenue splits, cost structures, and margin waterfalls rendered as interactive flow diagrams.

Strategy matrices

BCG, Ansoff, SWOT — position items by dragging, click for strategic recommendations.

Market sizing

TAM/SAM/SOM as nested circles you can drag and resize by editing assumptions.

What do you want to explore?

Jump straight to any tool, formula, or framework.

What's on each board

AI & Machine Learning

F1 / ROC / PR
Interactive metric visualizers
Gradient descent
Step-through optimization
Confusion matrix
Live threshold adjustment
UMAP plots
Embedding space explorer
Feature importance
Variable contribution charts
Model comparison
Side-by-side benchmarks

Business Analytics

P&L Sankey
Revenue-to-profit flow diagrams
Strategy matrices
BCG, Ansoff, SWOT, Risk
Unit economics
LTV, CAC, churn — connected
TAM/SAM/SOM
Draggable market sizing
KPI dashboards
Click-to-source calculations
Scenario modeling
Switch pricing strategies live