Test early, test often. There's no need to 🤞🙏😬 when you ship model changes to production. See 3 experiments on 3 decision models: https://www.nextmv.io/blog/to-change-my-decision-model-or-not-thats-not-a-question-its-a-test

→ What if I upgrade the entire fleet to be cold chain-ready?
→ What if I add an inventory cap to reduce food waste?
→ What if I increase shift break time?

#decisionOps #CICD #orms #foodlogistics #supplychain #foodtech

New release! Shadow test decision models with Nextmv. Check out all the goodness in the release blog: https://www.nextmv.io/blog/release-shadow-testing-for-decision-models-in-nextmv

Let us know what you think!

#orms #datascience #MLops #DecisionOps

Wrapped @ryanjoneil #INFORMS talk on deploying, testing, and collaborating on decision diagram and #MIP models. Want an introduction to custom decision modeling with Nextmv? Join us this Wednesday: https://hubs.ly/Q01Kn48P0

#2023Analytics #modelops #orms #decisionops

It was great to see folks at our #INFORMS optimization testing workshop today! Up next: @ryanjoneil talk on decision model deployment and collaboration (Monday at 9:15 AM in Cottonwood 11).

https://www.nextmv.io/2023analytics

#2023Analytics #orms #decisionops

Who here has thought, “Our existing decision model is probably good enough. There’s room for improvement, but is it worth the headache to update?”

Learn how to create a dev pipeline for custom models that matches your standard workflow so you can continue optimizing!

https://www.nextmv.io/blog/a-flexible-development-pipeline-for-optimization-model-deployment

#decisionautomation #modelops #decisionops #orms

INFORMS Analytics is almost here! Drop by our workshop on testing optimization models with @tiffsail a preso with @ryanjoneil deployment and collaborative workflows in optimization, and booth 105 with the rest of the Nextmv team!

https://meetings.informs.org/wordpress/analytics2023/tracks/technology-tutorials/

#2023Analytics #INFORMS #orms #decisionops

From late-night pizza delivery to craft kombucha crates, farm fresh blueberry shipments, or frozen popsicle deliveries, see how to automate and optimize their delivery with a custom decision model that we’ll build, test, and deploy in under 30 minutes. Watch live (or get the recording later): https://www.nextmv.io/videos/route-optimization-for-food-beverage-and-less-than-truckload-ltl-delivery

#foodlogistics #decisionops #modelops #orms #routeoptimization

While on our quest to make #decisionops more developer friendly, we’ve also invested in creating a great docs experience. Our own David Yeiser explains: https://www.nextmv.io/blog/building-a-docs-site-with-next-js-and-markdoc

#markdoc #writethedocs #nextjs

Our next techtalk is about creating and deploying custom route optimization models for food, beverage, and LTL delivery. Register to attend (or get the recording later): https://www.nextmv.io/videos/route-optimization-for-food-beverage-and-less-than-truckload-ltl-delivery

#routeoptimization #decisionops #logistics #orms #supplychain

Don’t hand off your decision model. You can deploy it yourself sans fuss or muss. Spin up a unique decision endpoint in minutes. It’s pretty slick. See how: https://www.nextmv.io/videos/deploy-customizable-decision-optimization-app-in-5-minutes

#decisionops #modelops #orms #optimization