Reliable and accurate data is paramount for capital markets professionals to make informed decisions and maintain a competitive edge. At Everysk, we understand that data integrity is the foundation for successful strategies. Our commitment to data integrity is upheld through four key pillars: a robust data infrastructure, stringent data quality measures, advanced technological foundations, and seamless cloud integration. Together, these components ensure that our clients receive the highest caliber of market data and analytics. Today, we’re excited to take you behind the scenes of Everysk’s data integrity measures, showcasing how our innovative solutions and meticulous planning empower you to navigate the complexities of the financial landscape with confidence and precision.
Data Infrastructure
At the heart of Everysk’s platform lies a robust data infrastructure designed to ensure the highest level of data integrity. This infrastructure is meticulously constructed to effectively manage and utilize market data, empowering our clients with reliable and accurate insights. Two critical components of this infrastructure are our bitemporal database and the diverse data sources we integrate.
Bitemporal Database
Central to our data management system is the bitemporal database, a sophisticated architecture designed to handle historical and temporal data with precision. In simple terms, a bitemporal database stores the latest adjusted time series as well as historical time series as they were originally stored in the system. This capability enables users to perform analytics on historical data as it existed at any specific point in time, providing flexibility to perform historical analysis and rerun results with the original data.
Diverse Data Sources
To ensure comprehensive data coverage and reliability, Everysk draws from 21 distinct data sources, including leading providers like Refinitiv. By integrating a wide array of data inputs, we minimize reliance on any single source and enhance the robustness of our datasets. This diverse data strategy enriches the information available for analysis and mitigates the risk of data inaccuracies or gaps.
By combining the precision of our bitemporal database with the breadth of our data sources, Everysk ensures that our clients have access to the most accurate and reliable market data available, forming the backbone of our advanced analytics and automation capabilities.
Data Quality Measures
Building upon our robust data infrastructure, Everysk employs rigorous data quality measures to ensure the integrity and reliability of our market data. These measures are crucial for maintaining the high standards our clients expect and include sophisticated statistical health checks and comprehensive multi-asset class coverage.
Statistical Health Checks
To proactively safeguard the integrity of our historical data, we have implemented a sophisticated statistical health check system. This system continuously monitors the data quality by employing advanced statistical techniques to detect anomalies and inconsistencies. When anomalies are detected, they are promptly flagged for further investigation, ensuring any issues are addressed before they impact our analytics.
Multi-Asset Class Coverage
Everysk’s platform is designed to support all major financial instruments across multiple asset classes. Our data infrastructure maps all exchange-traded asset classes and incorporates dozens of derivatives models. Whether dealing with equities, fixed income, commodities, or complex derivatives, our clients benefit from detailed and actionable insights.
Through these rigorous data quality measures, Everysk ensures that our clients can rely on the integrity and accuracy of our market data, empowering them to feel confident in the analytics and insights they provide.
Technological Foundations
Complementing our robust data infrastructure and stringent quality measures, Everysk’s technological foundations are designed to maximize efficiency, performance, and scalability. By leveraging cutting-edge technologies, we ensure that our platform remains at the forefront of innovation.
Python 3.11 Infrastructure
The Everysk platform and market data infrastructure runs on the latest version of Python, 3.11. Python 3.11 offers enhanced performance, improved error handling, and new features that streamline coding processes. By adopting the latest versions of Python, we ensure that our platform benefits from these advancements, resulting in faster, more efficient operations. Our development team utilizes object-oriented programming to encapsulate data operations into modular, reusable components, enhancing our codebase’s maintainability and scalability.
Docker Containerization
Everysk employs Docker containerization within the Google Cloud Run environment to further enhance portability and scalability. Docker allows us to package applications and their dependencies into containers, ensuring consistent performance across different computing environments. This container-based approach simplifies deployment and management processes, making it easier to scale our platform to meet growing demands.
By integrating the latest technological advancements and best practices, Everysk’s platform delivers exceptional performance and scalability, empowering capital market participants with the tools they need to succeed in a fast-paced and complex financial landscape.
Cloud Integration
Following the foundation of our advanced technological infrastructure, Everysk’s seamless integration with cloud services ensures that our platform is both scalable and resilient. By leveraging the power of cloud computing, we provide our clients with a reliable and efficient environment for their data analytics and automation needs.
Seamless Cloud Integration
Everysk’s platform is built on Google Cloud. This integration allows us to harness the full power of cloud infrastructure, offering unmatched reliability, performance, and scalability. Google Cloud provides a resilient foundation that supports our operations, ensuring that our clients experience minimal downtime and consistent performance.
The benefits of seamless cloud integration extend beyond just reliability. Google Cloud’s infrastructure is designed to handle large volumes of data and complex computations efficiently, enabling us to deliver high-speed analytics and real-time data processing.
Additionally, Google Cloud’s global network ensures that our services are accessible from anywhere in the world, allowing our clients to access their data and analytics tools whenever and wherever they need them.
By integrating seamlessly with Google Cloud, Everysk ensures that our platform is not only powerful and efficient but also highly accessible and reliable. This commitment to leveraging cutting-edge cloud technology underscores our dedication to providing our clients with the best possible tools to navigate the complexities of the financial markets confidently.
Everysk Infrastructure: The Final Word
At Everysk, data integrity isn’t just a goal—it’s our oxygen. Through meticulous planning, cutting-edge technology, and unwavering diligence, we’re committed to empowering our clients with the insights they need to navigate the complexities of the financial landscape confidently.
Ready to experience the Everysk advantage? Reach out today and discover a new paradigm in market data and analytics.
