Streamlined Data Pipeline Leads to Better Stock Market Analysis for A Leading Stock Trading Company

Business Need

The client had a prototype of the type of stock analysis they wanted, as their previous outdated platform created roadblocks for conducting precise stock market analysis across Canada, Australia, the EU, and the U.S. The legacy system created operational gaps, lacked scalability, and was unable to handle analyzing huge volumes of incremental data.

Modernize Legacy Architecture

The legacy architecture was unstable and unable to efficiently manage huge volumes of real-time data. The client required a scalable platform that could handle large amounts of data without compromising user experience.

Solve the Data Accuracy and Synchronization Issues

Data gaps and missing updates often produced incomplete stock data. Because the client’s previous platform lacked scalability, synchronizing both historical and incremental data, along with changing stock prices, was an issue. The client aimed to ensure a consistent data flow and resolve discrepancies in reports, dashboards, and live charts.

Simplify Payment Administration

The payment workflow was disjointed and had static components; the client sought a platform that was secure, automated, and capable of handling transactions with ease.

Incorporate Third-Party Tools

The old platform did not provide easy access for clients to track user profiles, payments, and registrations. They wanted a system that would enable them to integrate with CRM platforms and other payment gateways without much hassle.

Improve User Management and Security

Data security was at risk due to numerous concurrent logins from various locations. To protect the user data and prevent any unauthorized access, the client required an authentication system on the new platform.

Enhance Data Tracking and Marketing Visibility

The existing setup lacked structured analytics for user behavior. The client sought to capture key user interactions and accurately measure performance metrics.

Upgrade Charting and Visualization Features

Chart interactions were not functioning as intended. The client sought smoother and more responsive data visualization to facilitate traders' effective interpretation of stock trends.

Fix Report Download and Export Functions

The company reports generated by the system were often incomplete, as they would only download partial content. The client required a reliable solution for developing and exporting full reports for performance analysis.

Build a Consistent Data Pipeline and Analytics Framework

To support fast and reliable market insights, the client sought to establish a streamlined data pipeline capable of efficiently processing, transferring, and visualizing large datasets.

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Screenshots

Results

Capital Numbers successfully delivered a user-friendly and scalable stock market analysis platform that supports:

Live stock details and real-time insights.

Heat signature visualizations for quick data interpretation.

Optimized data pipelines for handling and visualizing large datasets.

Comparison tools to analyze multiple stocks simultaneously.

Automated alerts based on user-defined trading rules.

A live chat feature to provide immediate support to users.

Benefits

Leveraging our expertise, our client achieved the following benefits from the new and optimized platform:

There was no delay when users logged into this platform to analyze stocks before trading. As the platform is now scalable, it can analyze real-time data and provide users with accurate information promptly.

Trading became more precise with the availability of real-time data and automated alerts, which helped guide traders in making timely decisions.

Greater user engagement with a more intuitive and responsive interface.

Less manual effort with automation through analysis and reporting.

Greater data security with controlled login access and improved session management.

Conclusion