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, and the drivers fall out of it.

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.

  • Deterministic by construction. The same inputs always produce the same numbers - no hidden cells, no formula quietly overwritten by a value.
  • Explicit formulas. Logic is written in a readable expression language - nothing is a black box.
  • 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 result.

A spreadsheet can hand you a number. It can’t 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’s 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 resultmost 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 doesn’t just answer one question - it powers everything downstream.

Decisions you can defend

Walk into the room with the drivers and the working in hand, not a number you ask people to take on faith.

Focus where it counts

Spend your effort on the two inputs that move the outcome - and stop arguing about the ten that don’t.

Forecast · what-if · simulate

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 result - in one session.

Book a demo Request early access