"Samolet has developed its own platform for data quality control

2025: Data Quality Platform Implementation

The Samolet Group has developed and implemented its own data quality platform. It automates data validation processes and provides quality metrics control. The platform is an effective tool for implementing the Data Governance strategy to ensure data consistency, relevance and integrity. The Samolet Group announced this on February 20, 2025.

Samolet continues to invest in digital. The data quality platform makes a valuable contribution to the suite of data management solutions and helps achieve high results. Thus, the data quality indicator reached 97%, which is a very high criterion for trust in data. The platform created more than 72,000 automated tests, 116 data cleanups and fixed more than 2,000 bugs.

You need to maintain a high level of quality throughout your data lifecycle. Therefore, at every step, from integrating sources with LakeHouse to providing information in finished storefronts, the quality platform is involved in data cleanup processes. At the same time, the quality platform helps not only verify data, but also ensures that it meets the standards and requirements of the business. These are very important criteria in the data management cycle, which allows you to form an available and liquid asset for the company from information. One of the tasks of my management is to ensure the availability of a single data source and trust in it. Recent studies have shown that 72% of Russian companies face financial losses that could be avoided thanks to high-quality data. Errors and inaccuracies in data can lead to incorrect steps, loss of time and resources, as well as undermine customer confidence. "Samolet uses a data-driven approach in making strategic and operational decisions, so the quality of data for the company is a matter of paramount importance. The high competencies of the Samolet Data team allow us to independently develop complex products that are not inferior in functionality and reliability to the best solutions in the Russian market, said Olga Svitneva, director of Samolet Group data.

The platform allows you to configure and run both standard and personalized data checks, which reduces the time for manual operations and minimizes errors. At the same time, the platform automates data checks and allows you to run them on a schedule, provides parameterization of requests, collects statistics, aggregates results into a single dashboard, and contains monitoring tools. This is a comprehensive product with wide possibilities.

Another feature of the platform is that it monitors all known quality metrics: timeliness (assessment of the relevance of data), integrity (verification of data for loss and distortion during transmission), completeness (content of sufficient information), accuracy (compliance with expected standards), consistency (confirmation that the data does not contradict each other and different sources), validity (compliance with the given filling formats). This allows you to effectively control the quality of all information in the company's centralized data loop.