Some of the key features you need to look for to support a rapid learn, iterate and innovate system include: Real-time visual performance dashboards: this takes us back to the data democratization point above. It needs to be easy to get the right data into visual analytics tools so your team can spot insights that empower innovation. The ability to use performance and decisioning data to train and retrain models: constant innovation means constant iteration of your analytics models. Choose technology that enables you to retrain models in real- time, instead of waiting months to put updated models back into your production environment. Tools that support rapid changes: getting insights from data is one thing, being able to act on those insights is another. Many companies are reliant on development teams or their technology vendor to put changes live. Look for technology that puts the power of the process in your hands so you can make changes on your timeline.
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