Blog

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.

The road to production is paved with testing and experimentation

Do you launch decision model A or B? What happens if an operator makes a manual override? How does a new optimization model perform against real-world data? Testing and experimentation has the answers, but getting them has traditionally been a challenge.

A flexible development pipeline for optimization model deployment

Create a release process for your custom model that mirrors your experience for shipping any other software. Develop locally, deploy to operational environments, test performance, use version control for easy rollbacks, and iterate with confidence.

Building a docs site with Next.js and Markdoc

We built a docs site that references code samples from external files to avoid copy-paste errors, makes it easier to manage code updates over time, and allows for separate testing processes to be run to validate referenced code. Here’s how.

How to build a custom order fulfillment decision model with MIP and Nextmv

This post explains what order fulfillment is, considerations for model constraints and objective functions, and walks you through building a custom optimization model, step by step.

Analyze the run history of your decision apps on Nextmv Cloud

New views in the Nextmv console show the run history and run details for decision apps on Nextmv Cloud. Enhance development workflows, simplify collaboration, and improve KPIs.