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Data Engineering Platform Enhancement & Scalability
  1. case
  2. Data Engineering Platform Enhancement & Scalability

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Data Engineering Platform Enhancement & Scalability

jetrockets.com
Information technology

Data Management Complexity & Scalability Challenges

Plexifact clients face increasing challenges in managing growing and evolving datasets. Manual data wrangling is time-consuming and error-prone, hindering data-driven decision-making. The need for flexible data processing and adaptation to changing data structures requires a robust and scalable platform.

About the Client

Plexifact is a data solutions company specializing in building and deploying scalable data engineering platforms for businesses to manage, analyze, and derive insights from their data.

Project Goals

  • Enhance the Plexi Platform's scalability to accommodate increasing data volumes and user demands.
  • Improve data quality detection and correction capabilities to minimize manual intervention.
  • Expand user customization options for data analysis rules and parameters.
  • Optimize platform performance for faster data processing and analysis.
  • Maintain data security and compliance with relevant industry regulations.

Functional Requirements

  • Automated data quality checks and remediation.
  • User-configurable data validation rules.
  • Scalable data processing pipelines.
  • Secure data storage and access control.
  • Data lineage tracking.
  • Comprehensive reporting and data visualization dashboards.

Preferred Technologies

Svelte
JavaScript

Required Integrations

  • Potential integrations with cloud storage solutions (e.g., AWS S3, Azure Blob Storage, Google Cloud Storage)
  • Integration with data warehouse platforms (e.g., Snowflake, Redshift, BigQuery)
  • API integrations with various data sources (e.g., databases, APIs)

Non-Functional Requirements

  • High scalability to support growing data volumes and user base.
  • Excellent performance for rapid data processing.
  • Robust security to protect sensitive data.
  • High availability to ensure continuous platform operation.
  • Maintainability and ease of updates.

Business Impact

This project will enable Plexifact to provide a more powerful and scalable data engineering platform to its clients. This will result in faster time-to-insights, reduced data management costs, improved data quality, and increased customer satisfaction. The enhanced platform will allow Plexifact to expand its market reach and solidify its position as a leader in data solutions.

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