Grid Dynamics Holdings, Inc., a leading provider of technology consulting, platform and product engineering, AI, and advanced analytics services, announces its Data Observability Starter Kit—an AI-powered solution designed to help businesses ensure data quality across their data transformation processes and data platforms. This is a vital capability in today’s data-driven world because businesses operate with high-volumes of diverse data from multiple sources. The ability to identify issues with data and stop the propagation of broken data to downstream applications, or to prevent data issues from corrupting sales reports and dashboards, is invaluable for businesses to make informed decisions and maintain operational integrity. Data quality also has a significant impact on the ability to develop and productize AI solutions.
The AI-powered Data Observability Starter Kit from Grid Dynamics simplifies data quality onboarding and provides a range of comprehensive checks, ensuring that clients can effectively monitor data quality across all of their data types. It provides checks for tubular data, structured and unstructured data, including additional built-in quality checks for null, missing, or empty values, statistical distribution checks, data freshness, data volume checks, and unsupervised learning models for anomaly detection.
“Data observability is one of the top concerns for our clients,” said Ilya Katsov, Vice President of Technology at Grid Dynamics. “The Data Observability Starter Kit provides them with a flexible framework that can flag anomalies such as unusually high/low numerical values in individual data elements, misformatted values, records lost due to data replication errors, and others. The kit uses AI models to simplify the configuration and maintenance of the data quality checks making the solution much more usable and efficient than rule-based systems.”
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Another benefit of Grid Dynamics’ Data Observability Starter Kit is its ability to accelerate time-to-market for enterprise-scale clients. The starter kit integrates seamlessly with major data platforms and data warehouses, ensuring that clients can scale their data quality checks without disruption.
The Data Observability Starter Kit is the latest, innovative, problem-solving solution from Grid Dynamics and supports the company’s GigaCube growth strategy.
SOURCE: BusinessWire