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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

Learn how to perform acceptance and shadow tests on decision models, and see how they can fit into your #CICD workflows. Join us live (or get the recording later): https://www.nextmv.io/videos/determining-decision-model-readiness-using-shadow-tests-and-acceptance-tests

#orms #datascience #foodlogistics

Should you deploy that new decision model to your production systems? Acceptance testing can help you decide. We look at the what, why, when, and how: https://www.nextmv.io/blog/what-is-acceptance-testing-for-optimization-models

#orms #modelops #foodlogistics #datascience #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