Automatic Financial Analysis

A comprehensive automated software solution for evaluating your counterparties and targeting companies for unreliability and inconsistency. The analysis includes the forecasting of key metrics and rigorous stress-testing based on Monte-Carlo simulations

Credit Scoring

Automated assessment of the company's credit score based on pre-trained ensemble of gradient boosting models (Catboost и Lightgbm methods). The models were optimized in terms of features and hyperparameters. The feature selection was based on SHARP-RFE method which several information metrics and the hyperparameters were optimized using optuna-framework

Database

The data was preprocessed and missing values were replaced with a MICE Imputer (MiceForest modification). For the further analysis the data was divided into homogeneous samples based on AverageKNN method and abnormal subsamples identified using Tomek-links methods. Additionaly, generating of synthetic samples for ensuring of covariate balance based on SMOTE-method (Synthetic Minority Oversampling Technique) is supported

OUR CLIENTS

Serving all sectors

We have experience in providing services to companies from different countries (USA, India, Estonia and so on) with completely different needs. We do not have a clearly defined industry that we are ready to work with, since our product is flexible and to some extent universal. That is why customers trust us to solve problems in terms of software development. To date, we have a successful experience of implementation in several sectors at once: financial insitutions and industry-level solutions for wholesale trade. Expertise, an experienced team, ambitious goals and customer orientation - these components allow us to achieve appropriate results and positive feedback from customers

WHAT WE DO

Services We Provide

WHAT WE DO

Why Choose Us

We provide high-tech solutions designed for the clients’ needs that enhance their performance and provide crucial insights about their business. We constantly improve our products in order to be able to maintain excellent quality of service.

We believe that our broad expertise enables us to produce absolutely unique solutions that are essential for our clients’ success.

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