Feature · Data flow & drivers

The model that explains itself.

Build your logic as a visual, auditable data flow. Then, let Fragiliti show you exactly which inputs drive the result. One explicit model that surfaces the drivers.

Book a demo Jump to drivers
Data Source
Sales · 9 cols
→
Derive
margin, yield
→
Output
Profit model
Data flow

Your logic, traceable and auditable.

Lift your model out of the spreadsheet into a visual pipeline. Each step is an explicit, named transformation and every value is a formula you can open and visualize.

  • Deterministic by construction. No hidden cells, no unnoticed formula overwritten by a value. The same inputs always produce the same numbers.
  • Explicit formulas. No black box as logic is written in a readable expression language.
  • Reusable metrics. Define margin or revenue once; it is identical everywhere it is used.
  • Traceable lineage. Every value traces from source to result.
Sales
Data source
→
Derive
5 columns
→
Join
plant = plant
→
Aggregate
by product
→
Output
Profit
From flow to drivers

Because the model is explicit, it knows what moves the different outcomes.

A spreadsheet can hand you a number. It cannot tell you which input mattered. When your logic is a traceable flow, Fragiliti can follow the result back through it and rank every input by how much it actually moves the outcome.

Drivers · Sensitivity & Effects

See what actually drives your outcomes.

Fragiliti measures how each input shapes the result - ranked, visible and explained - so you act on what matters, not on what is loudest in the room.

  • Ranked influence. Which levers move profit, and by how much, ordered top to bottom.
  • The shape, not just the size. Partial-dependence and accumulated-local-effects show how an input bends the outcome, not only how strongly.
  • Whole-model importance. Variance-based (Sobol') scores attribute the outcome's swing across all inputs at once.
  • Defensible. Every figure traces straight back to the flow that produced it.
What moves your outcomesmost influence →
Pricing
Customer churn
Sales volume
Marketing spend
Unit cost
What it gives you

From one model: trust, focus, and the rest of the platform.

An explicit, explained model that powers everything downstream.

Decisions you can defend

Walk into the room with the drivers and the working in hand instead of numbers you ask people to take on faith.

Focus where it counts

Spend your effort on the two inputs that move the outcome and put aside the ten that do not.

Forecast · What-if · Simulation

It powers the future views

The same model drives every projection; change a driver and watch the future respond.

See the engine → Story

It feeds the report

Drop the drivers straight into a narrative built on the same governed numbers.

Explore Story →

See your drivers, on your data.

Bring a model you care about. We'll build the flow and show you what's really moving the outcomes.

Book a demo Request early access