Gartner Insights Abstract

Tips for Architects to Secure Their Data & Analytics Pipelines

Published: 26 March 2024

Summary

Securing D&A pipelines takes effort and time. D&A technical professionals, including senior architects, can use this research to establish and maintain pipeline security with practices that coordinate governance, data architecture, security controls, and metadata management.

Included in Full Research

Overview

Key Findings
  • Even the most advanced, technically sophisticated solutions for pipeline security include plenty of laborious processes performed by humans.

  • Organizations often maintain multiple pipelines on separate technical stacks — for different jurisdictions, for different constituents, or for different levels of discipline, security, or general data governance.

  • Different usages of the same data will have different security and sensitivity profiles.

  • Metadata is a key driver, both for designing the pipeline’s security apparatus, and for monitoring and maintaining it.

Recommendations
  • Coordinate datapipeline security efforts with the overall data and analytics (D&A) governance program.

  • Coordinate pipeline security with processes and activities of the development-testing-production life cycle.

  • If your

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Analysts:

Joe Maguire

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