Advanced Analytics & Data

Usage of Machine Learning to transform the enterprise data assets into business value, implementing game-changing machine learning products or leveraging AI to access greater operational efficiencies.

Finance and Industrial Model Development

We develop deductive stochastic models to calculate prices of complex financial instruments. We model complex industrial and real-world processes and systems to provide optimal control and maximize revenue.

Finance Model Validation and Control

We develop, deploy and support automated systems of monitoring of financial pricing and risk models monitoring system.

Advanced Data Analysis & Modelling

Combine heterogeneous models covering both structured (data samples, relational data, multidimension time series) and unstructured data (text, audio, images) to provide comprehensive knowledge extraction. Calculate meta-features of target data to predict models’ accuracy and adequacy before the actual model run, advise on optimal algorithms parameters on basis of meta-knowledge base.

Data-driven Business

Bespoke data investigation to detect and research potentially valuable knowledge sources. Data auditing (quality, presence, security, policies). Data strategy planning (what you have and what you have missing).

Data Management

Ontology development to bring semantics and reasoning into raw data. On-fly data enrichment based on formal reasoning on top of detailed domain ontologies.