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DecisionOps and software integration

What is DecisionOps and why does it matter?

CI/CD for decision science: What is it, how does it work, and why does it matter?

Observing and monitoring optimization model performance

Accelerating time to value for optimization with DecisionOps

Combining ML and OR

Nextmv ML/OR connectors: A price optimization example with Gurobipy and Gurobi ML

3 model problem: Combining ML and OR through horizontal computing

Uncertainty, ML + OR, and stochastic optimization: Demo and Q&A with Seeker creator

Getting started with Nextmv

Bring your custom Python decision model to Nextmv and accelerate time to value

Link and test logistics models: Forecast, schedule, route

Nextmv core concepts: Apps, instances, versions, roles, experiments, run history

Add your model to Nextmv: Step-by-step introduction and walkthrough

Model testing and validation

What is a decision model test bench? Why have one? And how to use Nextmv as one.

Simulate "what if" scenarios for decision models with Nextmv

Shadow testing decision models under real-world conditions without real-world impact

Acceptance testing for making go/no-go calls for decision model changes

Modeling tools and solver integrations

Visualizing routes with Nextplot for OR-Tools and VROOM

Using Pyomo (GLPK, CBC, SCIP) with Nextmv

Using AMPL with Streamlit and Nextmv: A facility location example

Using Gurobi with Nextmv: A price optimization example

Using HiGHSpy with Nextmv: A knapsack example

Using Hexaly with Nextmv and exploring ensemble runs

Using OR-Tools with Nextmv as an automated decision service

Business users and stakeholders

Optimizing your AI investment with decision services

Accelerate decision model development with a collaboration platform

How do logistics and decision models intertwine? Q&A with founders at Ox and The Rounds

Optimizing routes for student pickup and dropoff with Nextmv