Recommendations
The Recommendations is an optional Artificial Intelligence (AI) based module within the Quantela platform that uses predictive and prescriptive analytics to provide key recommendations and insights.
The Recommendations is an integral component in the Quantela smart city platform – it operates on data that has been received and processed by the Quantela Integration Engine, and it generates data and events that can be analyzed and managed in the Quantela Automation Engine and dashboards. The Recommendations uses Machine Learning (ML) algorithms and a powerful self-learning neural network to analyze historical time-series data and other contextual information to recommend policies or actions. The Recommendations will continuously review the accuracy of its predictions and use this to iteratively improve its AI models. The models will automatically re-train and update their training database to include the most recent data, allowing them to adapt to changing circumstances.
The Recommendations features in the Quantela platform UI will be visible to a tenant only when the license is enabled for that tenant. The Recommendations screens allow a suitably authorised user to monitor the performance of all the configured models and also to review and update the specific input parameters that are required by each model.