Blog

Build decision workflows to automate multiple steps in an optimization pipeline

Looking for an MLflow experience for optimization? Create and manage end-to-end decision workflows in Nextmv with steps such as data prep, regression, optimization, and visualization. Press play to kick off an automated workflow and see live progress via a flow diagram and logs in the Nextmv UI.

How to create and run an ML + OR decision workflow with scenario test on Nextmv

What is the relationship between price, profit, and waste? Let’s find out using a Statsmodels ML regressor, a Gurobipy optimizer, Plotly charts, scenario testing, and a slick decision workflow built and run in Nextmv.

Replay optimization model runs under different conditions with scenario testing

Identify better plans by replaying your run with varying settings. Create multiple scenarios to understand the impact of input data, model configuration, and more on your KPIs in Nextmv’s UI.

MatchBack Systems: Eliminating historical drayage inefficiencies for imports and exports

Optimization plays a key role in MatchBack Systems successfully minimizing costs and improving equipment utilization for its customers — but it's the speed to deployment and model iteration that takes their solution to the next level.

Render custom visualizations for your optimization model with Plotly, Chart.js, and GeoJSON

Standardize and manage custom visuals as data assets in Nextmv alongside your model. Accelerate your workflows with interactive charts, plots, and maps that automatically render alongside run details for streamlined analysis and collaboration.

Reproduce and replay optimization model runs to troubleshoot operational issues faster

When an operational issue is reported, reproducing it is one of the first steps in an investigation. Finding and connecting the data you need to triage the issue can be intensive. With Nextmv, replaying history (with easy access to all the data) is just a click away.