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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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            Here's your chance to experience the Netskope One single-cloud platform first-hand. Sign up for self-paced, hands-on labs, join us for monthly live product demos, take a free test drive of Netskope Private Access, or join us for a live, instructor-led workshops.
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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
              2X a Leader in the Gartner® Magic Quadrant for SASE Platforms
              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.
                  chevron Learn about Netskope One AI Security
                    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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                                Netskope GovCloud
                                Netskope achieves FedRAMP High Authorization
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                                    Netskope Technical Support
                                    Our qualified support engineers are located worldwide and have diverse backgrounds in cloud security, networking, virtualization, content delivery, and software development, ensuring timely and quality technical assistance
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                                      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.
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                                        Netskope training will help you become a cloud security expert. We are here to help you secure your digital transformation journey and make the most of your cloud, web, and private applications.
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                                            Netskope’s partner-centric go-to-market strategy enables our partners to maximize their growth and profitability while transforming enterprise security.
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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.

                                              Get the AI Security Playbook
                                              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

                                              chevron

                                              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

                                              chevron

                                              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

                                              chevron

                                              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

                                              Secure AI models

                                              chevron

                                              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

                                              Secure agentic interaction

                                              chevron

                                              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

                                              chevron

                                              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

                                              chevron

                                              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

                                              chevron

                                              UEBA

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

                                              Zero Trust Engine

                                              chevron

                                              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.

                                              Connect with Netskope

                                              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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