RootCause.ai
MAJOR RELEASE: Introducing SPARC-fast - Causal Discovery in Seconds

Forecast your business. Optimize the outcome.

Insights compress your data into a number. Business simulation shows you which levers move it. Run experiments on a causal digital twin without the real-world cost, and check every insight before you act on it.

Digital Twin Simulation

Daily units100200300400US tariff 20%PromoPull-forwardTariff impact−5 wkNow+10 wk

Measured windowWeeks 1 to 10

Question: What happens to promo sales once the 20% US tariff hits next week?

Answer: The tariff wipes out the lift. Units go from +23.8% to −1.2% over the next 10 weeks, and gross profit from +$1.8k to −$79.6k.

The US is 60% of your volume. With 100% of the tariff passed on to shelf price, US demand falls 34.4%.

Low confidence, range −4.3% to +2.5%. You’ve never run a 25% discount before.

25%

Promotion length

Net unitsMeasured window
−1.2%
Interval −4.3% to +2.5%
+23.8% without the tariff
Gross profitMeasured window
−$79.6k
Interval −$89.2k to −$69.2k
+$1.8k without the tariff
VerdictGross profit, 90% interval
Significant loss.Interval sits below zero

Daily units for one product line, with 5 weeks of history. Forecast for a 25% discount for 3 weeks with a 20% tariff on exports into the US, measured over weeks 1 to 10: net units down 1.2%, gross profit down $79.6k, gross margin down 3.6 points. Significant loss. The promotion on its own: gross profit up $1.4k against no promotion. Without the tariff: net units up 23.8%, gross profit up $1.8k. The tariff alone takes $81.0k of gross profit. Units rise during the promotion, then dip below the baseline as demand is pulled forward. The tariff lowers every day from week 1, the promotion's included.

A business simulation for every decision: which lever to pull, and by how much.

Each simulation runs on a causal digital twin of your business, built from your own data. Pick the question and the target, and it shows which drivers move the outcome and how confident you can be in the answer.

Forecast

What happens to promo sales once the tariff hits next week?

Demand forecasting software that models what drives demand. Simulate a price change, a promotion, a new tariff, a supply shock or a shift in weather, and see what each one does to every week’s forecast before it happens.

Intervention

What if we raise the minimum order size?

Best Action

Customer #4417 is likely to churn. What’s the smallest offer that keeps them?

Root Cause Analysis

Why did sales drop after the promotion ended?

Prediction

Which customers are most likely to churn next quarter?

Optimization

What price should each product sell at to hit our margin target?

Explanation

What actually drives demand in each region?

Anomaly Scan & Diagnosis

Production time is up 12%. Where are the extra hours coming from?

Causal Health Monitor

A problem in one market hit sales in another. What else will it touch?

Which decision would you simulate first?

Book 30 minutes with a causal AI engineer and see how it works.