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Data & Analytics

Backup grew up: from tape libraries to a platform for security and AI

Backup used to be the job nobody noticed until it failed. It is now one of the most strategic data platforms an organisation owns.

Gopal Bhat, Chief Strategy Officer1 min read

The backup copy is the most complete, best-organised picture of an organisation’s data. Modern platforms treat it as a source of security insight and a repository for AI, not just an insurance policy.

The tape era

Legacy platforms such as Legato Networker and Veritas NetBackup did one thing with great reliability: protect data and satisfy compliance. Veeam and Commvault carried that mandate into the virtualised and cloud era.

From protection to intelligence

Contemporary platforms such as Rubrik and Cohesity have changed what a backup is for. They are application-aware, so data is categorised automatically as it is protected. They keep immutable snapshots and air-gapped copies against ransomware. And they apply AI to the data they hold: anomaly detection, ransomware detection and sensitive-data identification through products such as Rubrik Security Cloud and Cohesity DataHawk.

The backup as an AI innovation hub

Because the backup platform already holds a classified, complete copy of the organisation’s data, it is a natural repository for machine-learning initiatives. Data classification engines and pattern recognition run where the data already lives, and marketplaces such as Cohesity’s extend the platform with new capabilities rather than new silos.

What to do about it

The organisations getting the most from this shift take a unified approach to service management, security, data management and AI enablement, so that backup, protection and insight are one operation rather than four. That is where the value of the evolution is realised.

In this insight

  • Backup
  • Immutable snapshots
  • Ransomware detection
  • Data classification
  • AI enablement

Visual explainer

The idea as one route

  1. Business problem

    Tape libraries

    Legato Networker, Veritas NetBackup

  2. Technology

    Application-aware backup

    Data categorised as it is protected

  3. Technology

    Immutable, air-gapped copies

    Anomaly and ransomware detection

  4. Branta thinking

    Data classification

    Sensitive data identified with AI

  5. Measured outcome

    AI innovation hub

    A repository for machine learning

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