InSight4 Analytica (InSight4) provides people analytics software programs for organizations to fast-assess their workforce productivity, and offers personalized, actionable insights to business managers, as well as HR professionals, in their day to day people decisions. With readily built-in analytical and forecasting models, our programs swiftly integrate customers’ multiple data sources into one platform and generate comprehensive outputs. We take all the heavy work out of data cleansing, modeling, and delivering analytical outputs for HR professionals. By integrating cutting-edge machine learning capabilities, our product is also customized for business managers’ personalized management decision scenarios with readily accessible insights. We offer very friendly end-user applications over multiple platforms to enable fast and flexible access. Through a few clicks, our programs generate a Productivity Heat Map as the single output, identifying key opportunities for future investment in people to secure forecasted high-yields. This also provides a real-time alert mechanism for top management to investigate and intervene in the day to day operations when key barriers of performance pop out. Our programs are able to integrate and process a large amount of data within and outside an organization, with an incredibly high-speed and accuracy. We analyze all spectrums of data, such as organizational structure, during-the-process activities, workforce compositions, along with people demographics, on-job performances, psychological profiles, as well as captured individual behaviors if available. Our product has also incorporated a proprietary market benchmarking portal and an HR metrics database that has been developed for continuous seven years since 2013, which allows HR professionals to acquire industry data and build their own market intelligence reports at ease.