Varonis Introduces Data Lifecycle Management to Trim Storage Costs Amid Explosive Data Growth — Varonis Systems, Inc.

Event summary

Varonis launched Data Lifecycle Management (DLM) on September 15, 2026, to automatically identify and remove redundant, obsolete, and trivial (ROT) data across enterprise environments.
Up to 30% of enterprise data is classified as ROT, leading to higher storage costs, AI noise, and increased attack surfaces.
DLM integrates with the Varonis Data Security Platform to classify data sensitivity, track access, and monitor activity before deletion.
The tool offers reversible actions, policy-based automation, and a dashboard to visualize ROT data across cloud platforms and warehouses.

The big picture

As enterprises grapple with exponential data growth, Varonis’ DLM targets a critical gap in managing redundant data—balancing cost savings with regulatory compliance. The tool’s timing aligns with the surge in AI adoption, where unstructured data clutter can degrade model performance and expand attack surfaces. The challenge will be proving DLM’s accuracy in distinguishing truly obsolete data from potentially valuable assets.

What we're watching

Adoption Pace: How quickly enterprises will integrate DLM into existing data governance frameworks, given the rising costs of unmanaged data.
Regulatory Impact: Whether DLM’s automated deletion capabilities will face scrutiny under strict data retention laws like GDPR and HIPAA.
Competitive Response: How incumbent data management vendors will react to Varonis’ move into lifecycle automation, particularly in AI-driven environments.