How can startups make machine learning models production-ready?

Today, every technology startup needs to embrace AI and machine learning models to stay relevant in their business. Machine learning (ML), if implemented well, can have a direct impact on a company's ability to succeed and raise the next round of funding. However, the path to implementing ML solutions comes with some specific hurdles for start-ups. Let's discuss the top considerations for getting ML models production-ready and the best approaches for a startup. An ML model is only as good as the data used to train it.