Demo Agent
Interactive sandboxes that show how AI and data analytics solve real manufacturing problems. Every demo runs entirely in your browser on simulated data, so you can change the parameters and see the results update instantly.
Causal Analysis
Find out which process parameters really cause scrap, not just correlate with it. Walk through correlation, threshold rules and causal inference (IPW, propensity score matching) on simulated production data with known true causes.
Open demo → Live demoSmart Design Experiments with AI
Let a Gaussian process model suggest the next experiment. Bayesian optimisation balances exploring unknown settings against refining the best one, so you reach the optimal process setting with far fewer trials.
Open demo → Live demoProcess Analysis & Flow Simulation
Reconstruct routings, process times, quality and disruptions from a manufacturing event log. Use the derived parameters in a flow simulation to find bottlenecks and test improvements.
Open demo → Live demoRamp-Down Planner
Plan the phase-out of a production cost-optimally. For every stage and quarter, find the cheapest combination of shifts, machines and workers that still covers the declining volume.
Open demo →