How Artificial Intelligence can help with credit Scoring | Credit Scoring AI
The quality of the underwriting process is critical for the successful business of lending. Complete automation of the process with a machine learning model that takes a decision significantly improved the loan portfolio quality and increased the speed of decision-making. We developed a model to predict events of borrower default. The model demonstrated superior to…
Read MoreHow Artificial Intelligence can help with Risk Management
For a niche insurance company operating in a medical/health domain, we developed a prediction machine learning-based model to estimate the risk of an economical loss. The machine learning model is based on neural networks and built by consuming historical medical data over five consecutive years. The developed model significantly outperformed statistical approaches. With this model,…
Read MoreHow Artificial Intelligence can help with Skill Analytics | AI and Automated Interview Process
We developed automated candidate scoring and candidate-to-company matching systems that allowed our customer (an online recruiting company) to automate the process of assessing technical skills thoroughly. Due to the success of the solution, scoring experts were able to save 800 man-hours per month. Additionally, they enjoyed advanced functionality to their platform.
Read MoreHow Artificial Intelligence can help Social Media Analytics | AI in Social Media Data Analysis
For a banking organization, we developed an interactive tool that performs social media data analysis to facilitate marketing activities by understanding audience interests, social group affiliation, demographics, etc. The solution enabled the bank to provide discounts and offers to increase loyalty and decrease churn.
Read MoreHow Artificial Intelligence can help Real Estate Property Price Estimation | AI in Real Estate Market Movement Predictions
We developed a tool based on a machine learning model to automate real estate object estimation and find attractive offers on the market. The tool can also monitor the real estate market to identify ongoing trends. The component allowed the customer to obtain real estate market insights that are hidden from other stakeholders. Due to…
Read MoreHow Artificial Intelligence can help with Traffic Analysis | AI in Road Traffic Safety Management System
We developed a road traffic analysis system for a system integrator executing a governmental project. The developed system can process video streams from traffic cameras and perform analysis of road scenes: detect objects and estimate their properties (trajectory, speed, etc.), identify traffic jams and violations, recognize car models and their license plates, and more. The…
Read MoreHow Artificial Intelligence can support Content Recommendation | AI in Recommendation Content
To help a media company increase the lifetime value of their customers, we developed analytics to provide item recommendations from a diverse set of customer sources. This promoted improved customer engagement and retention as well as boosting loyalty.
Read MoreHow Artificial Intelligence can help with Customer Churn | AI in Consumer Churn
Understanding the reasons and preventing customer churn is a critical component for sustainability of customer-oriented business. For one of the online gaming platforms AI Superior created a machine learning model that learns player behaviour over the course of the game and predicts the probability of churn for a particular time horizon. This solution helped a…
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