algorithms.io provide a cloud hosted service to collect data, generate classification models and score new data. Code is added to web and portable device applications which stream data to the algorithms.io service, where it is captured and processed using random forest, support vector machine, K-Means, decision tree, logistic regression and neural network algorithms. The resulting model is then used to categorize new data. The results are passed back as a parsed data stream to power apps, or as reports and visualizations. A set of APIs are provided for developers to integrate machine learning into web and mobile applications. The algorithms are categorized as anomaly detection, clustering, classification and collaborative filtering.
The firm also offers consulting services which cover data modeling, algorithm development and custom applications. Use cases include wearable sensors, manufacturing and healthcare.