GiniAnalytics

Data scientists, engineers and advisors make up the team at GiniAnalytics, which applies machine learning, data engineering and consulting to business problems. The company advises on the digitalization of IT businesses and the implementation of artificial intelligence, and it works with organizations of all sizes that want their data to drive decisions.

Machine learning for routine processes

The firm uses machine learning to take a client's data to a new technical level, automating routine processes and finding answers to problems that would be too hard to solve by hand. It combines statistics with the latest technologies to build predictive models, which it says help clients control resources, improve operational efficiency and manage risk more effectively.

Visual analytics and dashboards

Big data analytics is one of the company's core services. Its teams spot trends, track progress against business goals and compare the performance of categories, products and brands. Large and complex datasets are turned into clear visuals that answer specific business questions, so that decisions can be made quickly and on evidence.

Personalization and visual data

Relevant personalization is a second strand of the work. The firm builds recommender logic so that shoppers can locate items that suit their tastes, which it presents as a way to strengthen customer journeys, loyalty and purchases. Its visual work uses digital images and video from cameras, with deep learning models, to segment customer bases, detect fraud, analyze video in real time and identify people.

Speech and text analytics

Speech and text analytics is offered to help organizations reduce repetitive tasks and understand their customers better. The company says this work can improve efficiency and help firms serve customers more effectively, using the same data and modeling methods as its other services.

Consulting when extra capacity is needed

Clients can draw on specialists when they need them rather than hiring full-time, which the company describes as a way to exploit the skills and resources a project requires. Its consultants help customers make faster, smarter business decisions using data engineering practices and artificial intelligence.

Banking and financial services projects

The company says it provides technology for banks, financial companies, retail, manufacturing and advertising, using big data, mathematical modeling and machine learning. Its work is aimed at three strategies: increasing sales, reducing costs and managing risk. One project it describes is an automated credit decision system for a digital bank launched in 2021, with predictive analytics, end-to-end analytics and dashboards built around the online client onboarding process.