I like how easy it is for me as an analyst or developer who has little experience in machine learning, but want something that works well out off box without having too much knowledge about programming languages such as Python etc., The ability to easily model data using multiple different algorithms simultaneously makes this software very useful! Sometimes you need more then one algorithm working together when modelling your dataset - however if each individual tool isn't performing up to par there are other tools which will perform better (e.g XGBOOST). It's not always clear what kind of results we can expect from any given analysis so sometimes its hard knowing whether our efforts were successful! We use bentoml at work every day solving business problems related mostly around customer churn/retention rates & retention analytics where most traditional methods have failed us over time due to poor predictive capabilities.