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The AI Security Playbook
This playbook explores six core security challenges organizations face when adopting AI, along with proven, real-world strategies to address them.
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A Leader in SSE. Now a Leader in Single-Vendor SASE.
Netskope is recognized as a Leader Furthest in Vision for both SSE and SASE Platforms
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One unified platform built for your journey
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Netskope One AI Security
Organizations need secure AI to move their business forward, but controls and guardrails must not require sacrifices in speed or user experience. Netskope can help you say yes to the AI advantage.
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Netskope One AI Security
Organizations need secure AI to move their business forward, but controls and guardrails must not require sacrifices in speed or user experience. Netskope can help you say yes to the AI advantage.
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Modern data loss prevention (DLP) for Dummies eBook
Modern Data Loss Prevention (DLP) for Dummies
Get tips and tricks for transitioning to a cloud-delivered DLP.
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Modern SD-WAN for SASE Dummies Book
Modern SD-WAN for SASE Dummies
Stop playing catch up with your networking architecture
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Understanding where the risk lies
Advanced Analytics transforms the way security operations teams apply data-driven insights to implement better policies. With Advanced Analytics, you can identify trends, zero in on areas of concern and use the data to take action.
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2025-10-UZTNA-ebook
6 Reasons Universal ZTNA is a Smart Escape from VPN and NAC Chaos
Ditch the complexity of VPNs and NAC. Learn how Universal ZTNA secures every user and device with one consistent framework.
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BDO Brings Together Networking and Security to Protect a Cloud-First, AI-Friendly Infrastructure
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Read about the latest news and opinions from the team at Netskope. The Lens combines our blogs, our podcasts and case studies, with new content added every week.
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Netskope Technical Support
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Netskope One

AI Security

Accelerate AI innovation without sacrificing security or control

Netskope One AI Security is a unified solution to govern your AI ecosystem and protect your data, combining high performance with context-aware zero trust controls, so you can progress from AI experimentation to drive real AI advantage, securely.
Safely Enable ChatGPT and Generative AI

Secure AI, end-to-end, everywhere

The rapid rise of AI in the enterprise has created a complex ecosystem, spanning public genAI apps, embedded AI capabilities, private models, and AI agents, all interacting across various business operations. Netskope One AI Security helps you confidently secure this evolving landscape, providing complete visibility and discovery across your AI ecosystem, securing the AI pipeline end-to-end, and protecting every interaction.

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Secure AI end-to-end, everywhere

The Challenge


60%


of AI use in an enterprise is shadow AI.



Source: Cloud and Threat Report: Shadow AI and Agentic AI 2025

223


genAI data policy violations occur per month on average, mostly from users uploading sensitive data into AI tools.

Source: Cloud and Threat Report: 2026

54%


of organizations are running local genAI infrastructure.



Source: Cybersecurity Insiders, AI Risk and Readiness Report, 2026

Netskope One AI Security helps you:

01

Accelerate secure AI

Accelerate secure AI adoption across your entire ecosystem with a unified platform that transforms complex security into a high-performance fast lane for innovation.

02

Extend zero trust

Secure every interaction, from your people and your AI agents, with architecture that supports a zero trust strategy, understanding the intent and risk of all activity.

03

Secure data’s journey

Secure the journey of your data across every AI interaction, with unified data security that spans training, real-time prompts, and model responses.

With Netskope, we can lock down certain areas and prevent users from uploading certain data to AI platforms. So, they can use ChatGPT to help the business operate more efficiently, but they cannot upload proprietary data into ChatGPT.

Nik Miller
Partner & Chief Technology Officer
BDO UK
Nik Miller

Early on, we worried about people sharing inappropriate information without understanding how genAI works. Netskope helped us to safely roll out these systems with effective controls and user coaching in place.

Howard Estcourt
Director of Information Security Engineering
embecta
Howard Estcourt

The AI cloud confidence index is highly effective in telling us the underlying security risks of an associated platform.

Simon Davies
Head of Information Security
Renesas Electronics
simon davies

Through systems like Netskope, we have a multi-faceted approach & ability to support AI requests in many different ways now.

Ben Short
Director of Innovation & Technology
Blake Morgan
Ben Short

Netskope One AI Security Use Cases

Gain visibility into shadow AI

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Visibility into shadow AI

Identify AI use across all managed and unmanaged SaaS applications. Visibility of the AI applications and MCP servers used, the instance type, and what actions were taken, including login, post, upload, and download.

 

Netskope One CASB
Netskope One AI Gateway

Understand application and MCP risks

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Understand application risks

Netskope identifies and classifies risk for more than 85,000 public and apps and over 100 MCP servers. Whether it’s a dedicated genAI tool or a traditional SaaS application enhanced with genAI features, Netskope One provides detailed insights on risk characteristics, including if they use customer data for training, share data with third-parties, meet specific compliance requirements, and more, to help you make informed decisions about their use in your environment.

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Protect sensitive data

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Protect sensitive data

With Netskope One DLP, leverage the largest catalog of over ​3,000+ data classifiers and over 1800+ file types to proactively identify and protect your critical data. Extend protection to AI specific threats, such as prompt injection, with Netskope One AI Guardrails.

 

Netskope One DLP
Netskope One AI Guardrails

Support safe AI training

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Support safe AI training

Prevent sensitive or regulated data from unintentionally feeding into LLMs through retrieval-augmented generation (RAG), or indirect and manual methodologies. Netskope One DSPM identifies and flags at-risk data across SaaS, IaaS, PaaS, and on-prem sources.

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Secure AI models

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Systematically test your AI models for vulnerabilities before and after they are deployed, using more than 18,000 adversarial scenario test cases and seed prompts.

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Secure agentic interaction

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Gain visibility and enforce protection for agentic communication across public clouds and private AI environments. Add additional layers of security with DLP, threat prevention, and guardrails to secure all interactions.

chevron Netskope One Agentic Broker

Visibility into shadow AI

Identify AI use across all managed and unmanaged SaaS applications. Visibility of the AI applications and MCP servers used, the instance type, and what actions were taken, including login, post, upload, and download.

 

Netskope One CASB
Netskope One AI Gateway

Understand application risks

Netskope identifies and classifies risk for more than 85,000 public and apps and over 100 MCP servers. Whether it’s a dedicated genAI tool or a traditional SaaS application enhanced with genAI features, Netskope One provides detailed insights on risk characteristics, including if they use customer data for training, share data with third-parties, meet specific compliance requirements, and more, to help you make informed decisions about their use in your environment.

chevron Netskope One CASB

Protect sensitive data

With Netskope One DLP, leverage the largest catalog of over ​3,000+ data classifiers and over 1800+ file types to proactively identify and protect your critical data. Extend protection to AI specific threats, such as prompt injection, with Netskope One AI Guardrails.

 

Netskope One DLP
Netskope One AI Guardrails

Support safe AI training

Prevent sensitive or regulated data from unintentionally feeding into LLMs through retrieval-augmented generation (RAG), or indirect and manual methodologies. Netskope One DSPM identifies and flags at-risk data across SaaS, IaaS, PaaS, and on-prem sources.

chevron Netskope One DSPM

Systematically test your AI models for vulnerabilities before and after they are deployed, using more than 18,000 adversarial scenario test cases and seed prompts.

chevron Netskope One AI Red Teaming

Gain visibility and enforce protection for agentic communication across public clouds and private AI environments. Add additional layers of security with DLP, threat prevention, and guardrails to secure all interactions.

chevron Netskope One Agentic Broker

Accelerating AI without compromising security

NewEdge AI Fast Path

 

Give users and AI agents the fastest path to models, data, and AI applications. Reduce latency and deliver high-performance AI experiences, without sacrificing security.

Learn more
Watch the demo

Smart, Safe AI Use. Total Data Control.


73%


of organizations have deployed AI tools


Source: Cybersecurity Insiders, AI Risk and Readiness Report, 2026

Just 7%


of organizations have governance that enforces security and policy in real time

Source: Cybersecurity Insiders, AI Risk and Readiness Report, 2026

Features and benefits

Netskope One AI Security secures every stage of your AI journey, providing deep visibility into AI activity, enforcing granular security policies, and mitigating risks across public genAI tools, embedded AI features, private AI deployments, and agentic interactions.

Cloud Confidence Index (CCI)

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Cloud Confidence Index

 

Netskope Cloud Confidence Index (CCI) covers over 1,800+ genAI apps and 85,000+ SaaS applications, helping organizations proactively understand AI-related risks, including data usage, third-party sharing, and model training behaviors. Leverage Netskope One CASB for genAI powered risk categorization of new SaaS applications.

 

cloud apps

Coach and pivot

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Coach and pivot

Implement real-time user coaching to guide and educate users on safe data handling practices or redirect them to corporate sanctioned genAI applications.

Instance awareness

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Instance awareness

Distinguish between personal and corporate instances of the same SaaS application and implement different policies based on the specific instance being used. For example, allow full access to corporate instances while restricting personal instances.

User and entity behavior analytics

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UEBA

Detect anomalies or misuse of AI tools with continuous behavior monitoring, powered by user and entity behavior analysis (UEBA).

Zero Trust Engine

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Zero Trust Engine

Apply continuous, adaptive access controls based on user, device, risk, and AI app behavior, ensuring AI usage aligns with zero trust principles.

Cloud Confidence Index

 

Netskope Cloud Confidence Index (CCI) covers over 1,800+ genAI apps and 85,000+ SaaS applications, helping organizations proactively understand AI-related risks, including data usage, third-party sharing, and model training behaviors. Leverage Netskope One CASB for genAI powered risk categorization of new SaaS applications.

 

cloud apps

Coach and pivot

Implement real-time user coaching to guide and educate users on safe data handling practices or redirect them to corporate sanctioned genAI applications.

Instance awareness

Distinguish between personal and corporate instances of the same SaaS application and implement different policies based on the specific instance being used. For example, allow full access to corporate instances while restricting personal instances.

UEBA

Detect anomalies or misuse of AI tools with continuous behavior monitoring, powered by user and entity behavior analysis (UEBA).

Zero Trust Engine

Apply continuous, adaptive access controls based on user, device, risk, and AI app behavior, ensuring AI usage aligns with zero trust principles.

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Netskope AI Index

Explore emerging trends and pressing security challenges shaping the future of AI
AI Index

AI in the Fast Lane

Netskope’s AI in the Fast Lane roadshow brings together security professionals to discuss how organizations are using AI today, and how a comprehensive security strategy can create a smarter, safer, and future-proof model. This essential, interactive event is for networking and security practitioners and executives seeking to harness AI’s power while maintaining security and compliance.

Find an event near you

Navigating the Future: Securing & Governing Generative AI

As GenAI technologies forge ahead, promising to revolutionize industries with a market potential of $1.3 trillion by 2032, the imperative to secure and govern their application has never sounded louder.

 

Please join Truth in IT moderator Mike Matchett as he welcomes Neil Thacker, Netskope CISO EMEA, and Vinit Anshuman, AWS Global Business Leader, to take you on a thought-provoking journey into the heart of GenAI governance and security.

Watch On Demand
Smart AI Security

AI Security thought leadership

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Full Skope

AI and SaaS Will Make 2026 a Turning Point for Healthcare Security

By Damian Chung
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Full Skope

4 Security Considerations as AI Use Expands Across Teams

By Rich Beckett
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Platform, Products, & Services

Securing Agentic AI Before It Scales Past You

By Melody Nouri
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