Mission control

Welcome back, operator.

Every engine in your causal decision pipeline, one click away. All stages are MLflow-logged.

API status
Checking…
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Dataset
Olist 95k
Brazilian e-commerce · 2016-18
Engines shipped
7 / 9
Phases 0 through 6
Auth
Guest
Some endpoints locked
Quick actions

Jump into an engine

Each link runs a live endpoint against the backend.

Run informed pipeline

Star
Causal → CVaR end-to-end

Estimate causal effect

DoWhy counterfactual

Solve CVaR inventory

Rockafellar–Uryasev

Risk-aware VRP

OR-Tools + Monte-Carlo

Run digital twin

SimPy Monte-Carlo KPIs

A/B validate decision

Pareto uplift report
Pipeline

What's live in this build

Timeline of shipped phases.

Phase 0
Scaffold · auth · Docker stack
Phase 1
Causal engine on Olist (DoWhy + MLflow)
Phase 2
CVaR stochastic optimizer (Rockafellar–Uryasev LP)
Phase 3
SimPy digital twin with Monte-Carlo KPIs
Phase 4
Risk-aware VRP (OR-Tools + makespan CVaR)
Phase 5
Causal-informed CVaR end-to-end pipeline
Phase 6 · active
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