@getnextmv

Nextmv, now part of FICO, is a DecisionOps platform that accelerates optimization AI teams with tools for deployment, testing, CI/CD, collaboration, and managem

nextmv.io
Joined March 2020
  • Tweets297
  • Following117
  • Followers320
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When you bring your custom #Python decision model to Nextmv, it’s simple to validate model changes, simulate scenarios, create a system of record, and collaborate with teammates. Read our latest post >> hubs.la/Q02S1Zl30 #orms #ortools #pyomo #gurobipy #ampl #cvxpy

Operationalizing Python decision models: configurable options, simple I/O, custom logging, and more

If you’re building decision models in Python, our Python SDK and decision science platform make the development process faster (and easier) so you can get your model safely into production.

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Your decision model made it to production! You’re monitoring service uptime, but what happens when decision quality starts regressing or, worse, the model fails? In this post, we dive into the challenges and key components of observing decision models. hubs.la/Q02Pkrfz0

Observability & decision science: Monitoring optimization model performance and more

When decision models power real-life operations, any sort of model performance failure is a nightmare. Learn why observability in the operations research space is often a challenge – and how to give...

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What if order volume increases 4x? What if I changed shift length? What if I add more variance into my model? Simulate “what if” questions for decision models with scenario testing: hubs.la/Q02LVHNG0 #orms #decisionscience #decisionops #datascience #logistics #supplychain
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Why should you treat decision models as engineered software components? We explore using a sushi delivery example: hubs.la/Q02Lrn-L0 #orms #logistics #fooddelivery #foodlogistics #decisionOps #decisionscience #datascience

The sushi is ready. How do I deliver it? A look at the behind-the-scenes logistics.

We examine the value of treating decision models as engineered software components and how to approach decision modeling with an adaptable process.

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🐍 Bring your custom #Python decision model to Nextmv – operationalize it faster with tools for testing, deploying & collaborating! Validate model changes, simulate scenarios, incorporate CI/CD & more. Follow the tutorial here >> hubs.la/Q02KzXcd0 #orms #decisionops

Bring your custom Python decision model to Nextmv: Build, test, deploy

Accelerate development of your Python decision models – from completely custom models to those built using popular modeling tools – with features for testing, deploying, managing, and collaborating.

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What is DecisionOps and why does it matter? We look at the role of DecisionOps in operations research and decision modeling: hubs.la/Q02JzTGp0 #orms #informs #decisionscience #decisionops #datascience #supplychain #logistics

What is DecisionOps and why does it matter?

The ops-ification of disciplines such as software development, machine learning, and security aims to increase efficiency and reduce risk. For decision science and operations research — a discipline...

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Just wrapped a #DecisionOps workshop featuring a @HighsOpt decision app — and the goodness continues with a demo and discussion with the HiGHS team on July 30. Join us: hubs.la/Q02H-yRM0 #mixedintegerprogramming #orms #informs #logistics #supplychain

Operationalizing HiGHS-based MIP models and Q&A with project developers

What is HiGHS? How is it used for MIP solving? And how can you accelerate the impact of decision models that use open source projects? We’ll cover all of this with a live walkthrough, demo, and a Q&A...

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How to combine #MachineLearning demand forecasts with decision models through horizontal computing with a #logistics example: hubs.la/Q02DhpZh0 Many thanks to @EwgPor for the opportunity to present! #orms #ai #datascience #forecasting
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To solve the complex transportation challenges of school districts nationwide, @HopSkipDrive leverages Nextmv’s optimization building blocks to develop its student routing solution: hubs.la/Q02ByfmY0 #HopSkipDrive #orms #routeoptimization #decisionops #schooltransportation

Optimizing routes for student pickup and dropoff with HopSkipDrive and Nextmv

To solve the complex transportation challenges of school districts nationwide, HopSkipDrive leverages Nextmv’s building blocks to develop its proprietary and customizable student routing solution.

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Watch the recorded Techtalk hosted by Nextmv featuring Filipe Brandão from AMPL and Nicole Misek from Nextmv as they showcase a powerful integration of AMPL for modeling, @getnextmv for deployment and testing, and @streamlit for visualization. #orms youtube.com/watch?v=5TUhKQM0…

Enhancing Decision Optimization: AMPL and Nextmv TechTalk Collabora...

Join us for an insightful TechTalk where AMPL collaborates with Nex...

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EURO Practitioners' Forum #webinar this Friday, 7 June at 3 PM CET. Ryan O'Neil, @getnextmv will talk about the Three model problem: Combining ML and OR through horizontal computing. Join us online #orms @EwgPor @EUROonline_News eventbrite.com/e/90808626947…
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How can #Streamlit-based UIs help accelerate stakeholder buy-in for decision models? Join us Thursday as the @AMPLopt and Nextmv teams explore just that with a live demo of a Streamlit app for a facility location decision model: hubs.la/Q02x53cG0 #ampl #decisionOps #orms

Optimization modeling with AMPL, Streamlit, and Nextmv: A stochastic facility location example

Create robust and interactive decision apps with AMPL as the optimization layer, Nextmv as the DecisionOps layer, and Streamlit as the UI and visualization layer. Learn how with a facility location...

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Go from a forecasted demand to optimized routes for delivery and similar use cases. Follow this step-by-step tutorial to create, customize, and test decision apps for logistics using OR-Tools, HiGHS & more. hubs.la/Q02yfQvP0 #osrm #decisionscience #datascience #decisionops

Link and test logistics models for demand forecasting, shift scheduling, and vehicle routing

Follow this step-by-step tutorial to go from a forecasted demand to optimized routes for delivery and similar use cases. Create and customize decision apps using OR-Tools, HiGHS, Pyomo, and more.

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Join us as Nextmv hosts a techtalk with AMPL! 🚀 Don’t miss our techtalk with @getnextmv on May 30th! Discover a new way to enhance modeling with #AMPL, #Nextmv and #Streamlit for a more intuitive and efficient optimization workflow. Register now: hubs.la/Q02xypzL0 #orms
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"What’s our #AI strategy? How can we get the most ROI?" AI tech like #machinelearning and #optimization is being used to improve operational efficiency, sustainability initiatives & more.  See how we map out decision services for a delivery company >> hubs.la/Q02wxSgm0

Optimizing your AI investment with decision services

Identify and link operational areas that benefit from decision models such as vehicle routing, worker scheduling, and order fulfillment – empowering your teams to deliver more decision AI projects...

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Model testing saves time and improves outcomes. But what if you can't perform tests in the same environment as your production runs? That’s where a test bench comes in. Learn what a test bench is and how to use Nextmv as one: hubs.la/Q02vW2rl0 #orms #decisionscience

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

Model testing saves time and improves outcomes. But it’s not always possible to perform tests in the same environment as your production runs. That’s where a test bench comes in.

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Can you deploy and test a custom decision model with Nextmv? Most definitely! Check out how in our docs: nextmv.io/docs/platform/depl… You can also see recent examples with Java OR-Tools at nextmv.io/videos #python #java #golang #decisionscience #orms #AI #DecisionOps
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It's great to be at INFORMS Analytics 2024! Come visit us at booth 205 to chat DecisionOps, CI/CD, and testing for custom decision models featuring integrations for OR-Tools, Gurobi, AMPL, Pyomo, HiGHS, and more! #analytics2024 #orms #informs #decisionscience #cicd #python
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How do you evaluate different #Gurobipy model formulations? Learn how with #DecisionOps tooling! Join our getting started techtalk on Wednesday, April 10: hubs.la/Q02sjlJ60 #orms #logistics #gurobi #decisionscience

Getting started with DecisionOps for decision science models using Gurobi

Learn how to accelerate development of decision models that use Gurobi with tools for historical and online testing, run history, model management, and model collaboration.

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How do you test if you should use map data over Haversine for a vehicle routing problem? We use batch experiments with Nextmv to find out for an example use case: hubs.la/Q02rGj0b0 #orms #DecisionOps #routeoptimization #logistics #fleetoptimization #vehiclerouting

Haversine vs. OSRM: Distance and cost experiments on a vehicle routing problem (VRP)

How do you test if you should use map data over Haversine for a vehicle routing problem? Let’s use batch experiments with Nextmv to find out!

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