Forecasting and processes optimization based on Machine Learning, ML.

What we do - Services

Analytics & Forecasting

Today on the market there are a huge number of solutions using artificial intelligence and machine learning. With analytics and ML, we help banks and other companies set up personalized targeted offers for customers, increasing the quality of services and customer loyalty.

Potential for use

Marketing

Сonfiguring targeted product offers for bank customers. Predicting customer sensitivity to price for adapting a value proposition. Identifying bottlenecks in digital products based on analysis of user paths. Analysis and forecasting of customer Life Time Value.

Credit

Prediction of potential for loan default. Accurate credit scoring based on the nuances of individual client segments. Сonfiguring targeted credit products. Proactively intervene with clients experiencing financial stress. Сhurn forecasting of customers with credit cards.

Financial Markets and Investments

Effective portfolio management. Trader decision making support and help to minimize market impact and cost. Optimization of trade execution and routing. Products targeting for investors. Analysis of market trends.

Insurance

Client scoring. Prediction of amount and type of insurance provided. Prediction of claim compensation.

How it works

Data Collection

Data collection & analysis

Accessing data Deploying server architecture

Data Preparation

Data separation

Data based algorithm training

Analysis

Studying of typical paths Formation of hypotheses

Result

Getting results

Estimating of expected effect Validation and testing

More about the service

Connect with us

We collaborate with ambitious brands and people. Let’s create something great together.

weloveyou@self.team

Moscow+7 (495) 136-62-71 weloveyou@self.team127473 Russia Moscow Krasnoproletarskaya 16 entrance 5 office No. 1-516

Bahrain+973 363 968 22 ivanov@selforb.comManama, The Kingdom of Bahrain, 413, Building No: 125, Road No: 1702, Block No: 317