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Cohesity's AI-Powered Data Security: Protection, Advanced Security, and Insights at Enterprise Scale

Truth in IT
11/10/2025
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This presentation outlines Cohesity’s strategy to secure and unlock value from enterprise data using an AI-forward architecture. For IT leaders navigating escalating cyber risk, hybrid workloads, and AI adoption, the company’s three-act model—data protection, advanced security, and data insights—highlights a path to resilience and operational leverage.

Cohesity positions itself as an AI-powered data security platform used by large enterprises and the public sector, protecting hundreds of exabytes across 13,000+ customers and 3,000+ partners. The core message is scale, speed, and a zero-trust foundation—combined with advanced cyber recovery and analytics built to serve modern hybrid environments.

A Zero-Trust Data Cloud Designed for Hybrid Scale

Cohesity’s Data Cloud originated in 2013 with a zero-trust, cloud-first, hyperconverged architecture that unifies backup, security, and data management. The platform consolidates data services across private clouds, public clouds, and SaaS, reducing fragmentation and improving operational consistency. Offerings are packaged across enterprise and premium tiers, with an emphasis on rapid innovation and coverage breadth.

Workload Coverage as a Security Imperative

Act one—data protection—prioritizes comprehensive coverage across on-prem, private cloud, public cloud, and SaaS. Cohesity underscores connectors for VMware, Nutanix, Red Hat OpenShift, OpenStack, and databases; public cloud services across AWS, Azure, Google Cloud, and Oracle; and SaaS including Microsoft 365, Salesforce, Google Workspace, ServiceNow, and Jira.

The argument is straightforward: incomplete workload protection is equivalent to leaving entry points exposed. Broad, fast-evolving connector coverage is a key differentiator, with Cohesity asserting the fastest pace of connector delivery and the broadest footprint in the market.

Advanced Security: Cyber Vaulting, Threat Detection, and Ecosystem Depth

Act two—advanced security—layers defenses onto the zero-trust base. Cohesity emphasizes a modern 3-2-1 strategy with an additional cyber vault tier. The company’s FortKnox cyber vault offers immutable, isolated copies across private and public clouds (AWS, Azure, Google Cloud), providing an air-gapped recovery surface engineered for ransomware resilience and compliance.

Key features include:

  • Anomaly detection and data entropy analysis to spot early indicators of compromise.
  • Threat scanning at scale, described as “supersonic” and tightly integrated with the backup plane.
  • Data classification for risk-aware governance and more targeted remediation.
  • Application resilience to accelerate recovery of complex estates spanning VMs, databases, unstructured data, and SaaS.

Cohesity also stresses ecosystem integration. Its Data Security Alliance and two-way integrations extend to major security platforms and cloud providers. The organization highlights board-level and strategic ties with leading security vendors and cloud-native security ecosystems, framing interoperability as critical for incident response, telemetry sharing, and consolidated risk management.

A notable addition is Cohesity Identity Resilience, a Cohesity-branded solution powered by Semperis for identity-centric recovery. As identity attacks surge, building a clean, rapid path to restore Active Directory and other identity services is now core to operational resilience.

Unlocking Value From Backup Data With AI-Driven Insights

Act three—data insights—focuses on using AI to convert retained backup data into an enterprise knowledge asset. Cohesity’s AI heritage includes ML-driven anomaly detection and classification built into the platform. The recent pivot is toward generative AI for semantic discovery across backups.

Cohesity’s Gaia enables retrieval-augmented generation (RAG) on backup data. The system constructs a vector database from retained data, enforces role-based access controls, and connects to the customer’s LLM of choice. Practically, IT and business users can query across massive corpora—think hundreds of millions of documents—to extract specific terms, entitlements, or contractual obligations without building custom pipelines.

Gaia is deployed in partnership with leading AI infrastructure providers and is designed to honor security boundaries and access controls. The goal is to turn a time-series index of enterprise data into an actionable knowledge layer—without data egress sprawl or compromising cyber hygiene.

Speed, Scale, Security, Smarts, and Simplicity

  • Speed and Scale: Proven large-scale cyber recovery for estates with 100,000+ VMs, large databases, NAS, SaaS, and identity systems.
  • Security: Zero-trust core with advanced controls, cyber vaulting, and integrated threat detection.
  • Smarts: AI embedded across detection, classification, and now generative insights with Gaia.
  • Simplicity: Unified operations across hybrid environments through a single platform.
  • Savings: Lower TCO via consolidation of point tools, faster recovery, and automated operations.

For enterprise IT, the emphasis is on operational resilience and recovery at scale, combined with the ability to derive business value from previously inert backup data.

From Backup to Business Insight

A core insight is the reclassification of backup from passive insurance to an active data lake with strict security. By applying RAG and vector search to retained data, IT can enable discovery, compliance reporting, and contract intelligence while preserving data sovereignty and control. This dual use—protection plus insight—offers a compounding ROI on the data protection layer.

Key Takeaways

  • Treat workload coverage as a security control: comprehensive connectors across on-prem, cloud, and SaaS reduce attack surface and blind spots.
  • Implement a modern 3-2-1 strategy with a cyber vault: immutability and isolation (e.g., FortKnox) provide a clean recovery path after ransomware.
  • Integrate security tooling and identity resilience: two-way integrations and identity recovery (e.g., with Semperis) improve incident response.
  • Operationalize AI on backup data: use RAG and vector search (Gaia) to extract insights from retained data under RBAC and zero-trust controls.
  • Prioritize speed and scale in recovery: large estates require proven performance to meet RTO/RPO targets and minimize downtime.

Why This Matters for IT Leaders

Cohesity’s approach reflects a broader shift in enterprise data strategies: resilience and insight must be engineered into the same platform. For IT organizations facing complex hybrid estates, growing compliance demands, and AI-driven expectations from the business, the combination of zero-trust data protection, advanced security controls, and AI-powered discovery offers a pragmatic path to both reduce risk and increase value. The message for IT professionals is clear: consolidate where possible, design for rapid recovery, and unlock the intelligence residing in backup data to support better decisions across the enterprise.

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