Fortinet FortiAI - Detailed Review
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Fortinet FortiAI - Product Overview
Fortinet FortiAI Overview
Fortinet FortiAI is an AI-driven security assistant that plays a crucial role in enhancing and automating various aspects of cybersecurity operations. Here’s a brief overview of its primary function, target audience, and key features:
Primary Function
FortiAI is designed to assist Security Operations (SecOps) and Network Operations (NetOps) teams in managing and responding to cyber threats more efficiently. It integrates with several Fortinet products, including FortiSOAR, FortiSIEM, FortiManager, and FortiAnalyzer, to streamline incident investigation, response, and threat hunting.
Target Audience
The primary target audience for FortiAI includes security analysts, threat hunters, and IT professionals within organizations that need advanced cybersecurity solutions. It is particularly beneficial for teams looking to automate and simplify their security operations, reduce the time to detect and respond to threats, and bridge the cybersecurity skills gap.
Key Features
Generative AI and Natural Language Processing
FortiAI uses generative AI (GenAI) and advanced natural language processing to interact with users, allowing them to query the system using natural language. This simplifies complex database queries, report generation, and other security operations tasks.
Threat Investigation and Response
FortiAI enhances threat investigation by providing detailed summaries, assessing potential impacts, and offering remediation recommendations. It also aids in creating playbooks and provides guidance for incident management.
On-Device AI
Integrated with FortiManager and FortiAnalyzer, FortiAI enables on-device AI, allowing customers to keep sensitive data on-premises while leveraging AI capabilities for network management, log aggregation, and troubleshooting.
Deep Learning and Artificial Neural Networks
FortiAI employs deep learning technologies and artificial neural networks to analyze file and fileless-based threats, reducing malware detection time significantly.
Automation and Efficiency
It automates network maintenance, detects device vulnerabilities, and minimizes errors, thereby boosting operational performance and enhancing network security.
Multi-Language Support
FortiAI supports over 30 common languages, making it accessible to users with varying levels of technical expertise.
Overall, FortiAI is a powerful tool that leverages AI and machine learning to enhance cybersecurity operations, improve decision-making, and streamline security processes.
Fortinet FortiAI - User Interface and Experience
User Interface and Overall User Experience
The user interface and overall user experience of Fortinet’s FortiAI are designed to be intuitive and user-friendly, particularly for security operations teams.Interaction with FortiAI
FortiAI is operated using natural language prompts, allowing users to request actions or information in a straightforward manner. You can enter prompts using text or, where available, speak them using a microphone icon. If the FortiAI assistant does not understand a prompt, it will ask for more details to clarify the request.Interface Components
The FortiAI assistant is accessible through various areas in the FortiAnalyzer and FortiManager GUIs, such as the FortiAI icon in the banner or the FortiAI module in the tree menu. The assistant’s responses can include text, images, widgets, and data retrieved directly from your environment.User Experience
The interface is designed to simplify platform usage. For example, FortiAI can help with incident investigation, response, and threat hunting by interpreting security events, generating detailed summaries, identifying potential impacts, and making remediation recommendations. It can also create complex database queries, generate reports, and write event handler rules, all through natural language prompts.Ease of Use
FortiAI is intended to be accessible even for IT teams with limited coding experience. It provides advanced scripting support, proactive diagnostics for IoT vulnerabilities, and automated network maintenance, which helps in accelerating configurations, minimizing errors, and detecting device vulnerabilities.Additional Features
The FortiAI assistant can perform various actions across different GUI panes, such as performing security reputation checks on suspicious IPs, domains, and URLs. It also offers features like restarting the chat thread, downloading the chat history, and closing the FortiAI pane without clearing the current thread.Conclusion
Overall, FortiAI’s user interface is streamlined to provide clear and actionable responses, making it easier for users to manage security operations efficiently. Fortinet FortiAI - Key Features and Functionality
Fortinet’s FortiAI Overview
Fortinet’s FortiAI is a sophisticated AI-driven security assistant that integrates with various Fortinet products to enhance cybersecurity operations. Here are the main features and functionalities of FortiAI:Integration with Fortinet Products
FortiAI is integrated with several Fortinet products, including FortiSOAR, FortiSIEM, FortiManager, FortiAnalyzer, FortiNDR Cloud, and Lacework FortiCNAPP. These integrations enable comprehensive security management and response across different aspects of the network and security operations.Threat Investigation and Response
FortiAI assists in threat investigation and response by providing detailed insights and recommendations. It interprets security events, generates summaries, assesses potential impacts, and offers remediation suggestions. This helps security analysts to quickly identify and respond to threats, including malware outbreaks and other security incidents.Natural Language Interaction
FortiAI supports natural language queries, allowing security analysts to interact with the system using everyday language. This feature simplifies complex database queries, report generation, and other product functions, making it easier for analysts to access and utilize FortiAI’s assistance.On-Device AI
FortiAI is integrated with FortiManager and FortiAnalyzer, enabling on-device AI capabilities. This allows customers to keep sensitive data on-premises rather than sending it to a cloud provider. The integration unifies configurations, events, and alerts into a single interface, simplifying data management and log aggregation.Automated Network Management
When used with FortiManager, FortiAI transforms network management by leveraging generative AI to assist in creating complex tasks, boosting operational performance, and automating network maintenance. It provides advanced scripting support, proactive diagnostics for IoT vulnerabilities, and helps IT teams with limited coding experience to accelerate configurations and minimize errors.Malware Detection and Analysis
FortiAI uses Deep Neural Networks and machine learning to detect and analyze malware. It can classify malware into over 20 attack scenarios, trace the source of attacks, and scientifically determine the type of malware. This results in sub-second verdicts for malware detection, significantly reducing the time to detect and respond to threats.Virtual Security Analyst
FortiAI acts as a Virtual Security Analyst, mimicking the actions of an experienced security analyst to investigate threats and surface malware outbreaks. It is pre-trained with millions of clean and malicious files and continuously learns and adapts to new threats, helping to defend against advanced persistent threats and AI-powered cyber attacks.Streamlined Security Operations
FortiAI enhances Security Operations Center (SOC) efficiency by automating tasks such as threat hunting, incident response, and playbook creation. It provides answers and detailed guidance for incident management, including insights on threat detection and playbook recommendations, allowing security teams to focus on other critical tasks.Performance and Efficiency
FortiAI can reduce troubleshooting and installation time by up to 25% and enhance network performance and availability, thereby improving end-user productivity. It also helps in minimizing false positives by analyzing an organization’s specific traffic and adapting to newly disguised threats.Conclusion
By integrating these features, FortiAI significantly enhances the capabilities of Fortinet’s security products, providing a more secure, efficient, and resilient cybersecurity environment. Fortinet FortiAI - Performance and Accuracy
When Evaluating Fortinet’s FortiAI
Performance
FortiAI is engineered to significantly enhance the efficiency and speed of security operations. Here are some performance highlights:- It reduces malware detection and investigation time from minutes to sub-second verdicts, leveraging a Deep Neural Networks AI model trained on over 6 million malware features.
- FortiAI integrates with Fortinet’s Security Fabric, allowing it to automatically quarantine attacks and provide real-time threat detection and response.
- The solution can reduce troubleshooting and installation time by up to 25% and improve network performance and availability, thereby enhancing end-user productivity by up to 25%.
Accuracy
The accuracy of FortiAI is bolstered by several advanced features:- It uses a state-of-the-art Artificial Neural Network (ANN) pre-trained with millions of clean and malicious files in FortiGuard labs. This ANN continuously learns and adapts to new threats, ensuring high accuracy in malware classification and threat identification.
- FortiAI can scientifically analyze zero-day threats, including fileless threats, and classify them into over 20 malware attack scenarios. This comprehensive analysis helps in accurate identification and response to various types of cyber threats.
- The solution employs on-premise learning to reduce false positives by analyzing an organization’s specific traffic and adapting to newly disguised threats, which enhances its accuracy in detecting and responding to threats specific to the organization.
Limitations and Areas for Improvement
While FortiAI offers advanced capabilities, there are a few areas to consider:- Administrative Access: FortiAI can only be accessed by up to a maximum of three local administrators on the FortiAnalyzer, which might limit its accessibility in larger teams.
- Integration Requirements: For full functionality, FortiAI needs to be integrated with other Fortinet products such as FortiGates, FortiManager, and FortiAnalyzer. This might require additional setup and configuration, which could be a minor hurdle for some users.
- Token Usage: The use of FortiAI is metered by tokens, and users need to keep track of their monthly token usage to ensure they do not exceed their entitlements.
Operational Efficiencies
FortiAI significantly enhances operational efficiencies by automating various tasks:- It assists in incident investigation, response, and threat hunting by interpreting security events, generating detailed summaries, identifying potential impacts, and making remediation recommendations.
- The solution supports natural language queries, simplifying complex database searches and report generation, which makes interaction easier and more intuitive for security teams.
Overall, FortiAI demonstrates strong performance and accuracy in AI-driven breach protection and security operations, making it a valuable tool for organizations looking to enhance their cybersecurity posture. However, it is important to be aware of the potential limitations and ensure proper integration and management to maximize its benefits.
Fortinet FortiAI - Pricing and Plans
Pricing Structure
The pricing for FortiAI and related products is largely tied to subscription models and the number of devices or extensions supported.- Subscription Durations: FortiAI subscriptions are available for various durations, including 1, 2, 3, 4, and 5 years.
Plans and Features
Here are some of the plans and their associated features:FortiAIOps Monitoring & AI Insights Subscriptions
- These subscriptions include monitoring and AI insights for a specified number of extension devices (e.g., 10000, 2000, 500). They often include FortiCare Premium support.
- 5-Year Subscription for 10000 devices: $1,215,000 (includes FortiCare Premium).
- 4-Year Subscription for 10000 devices: $972,000 (includes FortiCare Premium).
- 3-Year Subscription for 10000 devices: $729,000 (includes FortiCare Premium).
- Smaller device counts (e.g., 2000, 500 devices) have correspondingly lower prices.
Hardware Monitoring & AI Insights Subscriptions
- Similar to the above, but specifically for hardware monitoring.
- 5-Year Subscription for 10000 devices: $1,215,000.
- 4-Year Subscription for 10000 devices: $972,000.
- 3-Year Subscription for 10000 devices: $729,000.
SD-WAN Subscriptions
- These subscriptions are for SD-WAN services on FortiGate devices.
- 5-Year Subscription for 10000 FortiGate devices: $540,000 (includes FortiCare Premium).
- 4-Year Subscription for 10000 FortiGate devices: $432,000 (includes FortiCare Premium).
FortiAI Hardware and Support
- FortiAI-3500F Hardware with various support durations (e.g., 1, 3, 5 years) including 24×7 FortiCare and FortiGuard Neural Networks engine updates.
- 5-Year Support: $602,477.
- 3-Year Support: $361,486.
- 1-Year Support: $120,495.
Additional Features and Integrations
- FortiAI Integrations: FortiAI is integrated into various Fortinet products such as FortiAnalyzer, FortiManager, FortiSIEM, FortiSOAR, and FortiDLP to provide real-time threat analysis, automated response, and other security enhancements.
Free Options
There is no indication of free options or trials available for FortiAI subscriptions or related products in the provided sources. In summary, the pricing for FortiAI and related services is structured around the duration of the subscription and the number of devices supported, with various tiers offering different levels of support and features. For precise pricing and to get a quote, it is recommended to contact Fortinet directly or use the resources provided to inquire about specific discounts. Fortinet FortiAI - Integration and Compatibility
Fortinet’s FortiAI Integration
FortiAI integrates seamlessly with various tools and platforms within the Fortinet ecosystem, as well as with some external systems, to enhance cybersecurity operations.Integration with Fortinet Products
FortiAI is deeply integrated with several Fortinet products to provide comprehensive security solutions:FortiNDR Cloud
FortiAI for FortiNDR Cloud helps threat hunters quickly view detections and observations aligned with their specific queries, streamlining the search process and improving threat management.Lacework FortiCNAPP
This integration aids security operation center teams in interpreting alerts with greater speed and accuracy. It provides clear, step-by-step instructions for investigating and responding to issues using natural language queries.FortiAnalyzer
FortiAI can be used in FortiAnalyzer for incident investigation, response, and threat hunting. It interprets security events, generates detailed summaries, identifies potential impacts, and makes remediation recommendations.FortiManager
FortiAI assists with configurations, script generation, VPN provisioning and diagnosis, IoT device analysis, and SD-WAN overlay configuration. It can be accessed via the FortiManager GUI and uses natural language processing to answer questions and perform actions.FortiGate
FortiAI can operate in integrated mode with FortiGate devices, supporting inline blocking and inspection of files, including those over encrypted protocols like HTTPS. This integration allows for sub-second malware detection and verdicts.Modes of Operation
FortiAI can operate in several modes to accommodate different deployment needs:Standalone Sniffer Mode
Monitors network traffic without interfering with it.Integrated Mode
Works with FortiGate devices to inspect files and traffic.ICAP Mode
Acts as an ICAP server to serve ICAP clients such as FortiWeb and Squid.Inline Blocking
Temporarily holds user sessions while inspecting files for malware, ensuring files are not downloaded until they are verified as clean.Compatibility
To use FortiAI, the respective Fortinet product (e.g., FortiManager, FortiAnalyzer) must have a valid FortiAI license. The licensing information can be viewed in the Dashboard or License Information widget within the product’s GUI.Hardware and Virtual Environments
FortiAI can run on hardware appliances like the FortiAI-3500F, which uses accelerated hardware with custom GPUs, as well as on virtual machines (VMs) with 16 or 32 vCPU support. The hardware appliance provides higher performance, while the VM option offers flexibility in deployment. Overall, FortiAI’s integration across various Fortinet products and its ability to operate in different modes make it a versatile and powerful tool for enhancing cybersecurity operations. Fortinet FortiAI - Customer Support and Resources
Customer Support Options
Email Support
You can contact Fortinet’s support team via email at cs@fortinet.com. This is a convenient way to outline your query or issue in detail and receive a response via email.
Live Chat
Fortinet provides a live chat feature on their website, allowing you to engage in real-time conversations with their support team. The chat button is located in the bottom right corner of the website.
Phone Support
For immediate assistance, you can call Fortinet’s support hotline at 1-866-868-3678. Phone numbers vary by region, but this number is available for general issues.
Social Media Support
Fortinet maintains a presence on various social media platforms such as Twitter, LinkedIn, Facebook, and YouTube. You can follow or connect with them to stay updated and engage through direct messages or comments.
Contact Form
You can also fill out a contact form on Fortinet’s website with your contact details and message, and a representative will respond accordingly.
Additional Resources
Knowledge Base
Fortinet has an extensive knowledge base that contains product documentation, technical articles, troubleshooting guides, and frequently asked questions. This self-service support option is accessible through their website.
FortiAI Integrations
FortiAI, Fortinet’s AI-powered security assistant, is integrated across several products, including FortiNDR Cloud, Lacework FortiCNAPP, FortiAnalyzer, FortiManager, FortiSIEM, FortiSOAR, and FortiDLP. These integrations help simplify security operations, automate threat analysis, and streamline remediation processes.
Training and Certification
Fortinet offers training and certification programs, such as the Network Security Expert (NSE) program, to help customers and partners build and maintain a skilled cybersecurity workforce. They also provide free online training courses to address prevalent industry-wide cybersecurity issues.
Global Technical Support
Fortinet’s FortiCare Technical Support Service provides 24×7 global support with flexible add-ons, including enhanced Service Level Agreements (SLAs) and premium hardware replacement. This ensures efficient and effective operations and maintenance of Fortinet capabilities.
Regional Support
For customers outside the USA, Fortinet provides a toll-free number that can be accessed using Skype. This allows international users to contact technical support easily by dialing the US toll-free number.
By leveraging these support options and resources, Fortinet ensures that its customers have multiple channels to address their cybersecurity needs effectively.
Fortinet FortiAI - Pros and Cons
Advantages of Fortinet FortiAI
Fortinet’s FortiAI offers several significant advantages, particularly in enhancing cybersecurity operations and streamlining security processes.Enhanced Threat Detection and Analysis
FortiAI integrates generative AI (GenAI) to improve threat detection and analysis. It enables threat hunters to efficiently analyze detections and assess coverage against new and emerging threats, attacker tactics, and specific vulnerabilities through its integration with FortiNDR Cloud.Streamlined Investigation and Remediation
FortiAI helps Security Operations Center (SOC) teams quickly understand alerts and provides step-by-step guidance on investigation and remediation. Using natural language queries, teams can clarify the reasons behind alerts, understand the risks, and streamline the remediation process with syntactically correct code, especially through its integration with Lacework FortiCNAPP.Automated Security Processes
FortiAI automates various security tasks, such as building network configuration scripts, performing troubleshooting, and automating remediation of vulnerabilities and network issues. This is achieved through its integrations with products like FortiAnalyzer, FortiManager, FortiSIEM, and FortiSOAR.Real-Time Threat Analysis and Response
FortiAI provides real-time threat analysis, prioritization, and automated response capabilities. It can operate in multiple modes, including sniffer mode, integrated mode, and ICAP mode, allowing for comprehensive threat detection and response.Integration Across Multiple Products
FortiAI is integrated across seven different Fortinet products, creating a unified AI-enhanced security framework. This broad integration helps security operations teams make more informed decisions and respond to threats faster.Performance and Efficiency
FortiAI uses Artificial Neural Networks (ANN) to deliver sub-second malware detection, significantly reducing the time required for malware identification compared to traditional sandboxing methods. It can handle a high volume of file scans per hour, making it highly efficient.Disadvantages of Fortinet FortiAI
While FortiAI offers numerous benefits, there are some considerations and potential drawbacks:Dependence on Hardware and Software Configuration
FortiAI requires specific hardware configurations, such as custom GPUs or VMs with significant vCPU support, to operate efficiently. This can add complexity and cost to the setup and maintenance.Update and Configuration Challenges
Updating FortiAI can be time-consuming due to the size of the databases involved, and the process may require careful configuration to ensure optimal performance.Integration and Compatibility Issues
While FortiAI integrates well across many Fortinet products, there might be challenges in integrating it with other non-Fortinet systems or ensuring compatibility with various network configurations.Learning Curve
Implementing and fully utilizing FortiAI may require a learning curve for security teams, especially in understanding how to leverage its natural language query capabilities and automated guidance effectively. In summary, FortiAI significantly enhances Fortinet’s cybersecurity portfolio by automating and simplifying security operations, but it also requires careful configuration, specific hardware, and potentially involves a learning curve for optimal use. Fortinet FortiAI - Comparison with Competitors
When comparing Fortinet’s FortiAI with other AI-driven networking tools, several unique features and competitive alternatives stand out.
FortiAI Unique Features
- Integration with Fortinet Products: FortiAI is tightly integrated with other Fortinet solutions such as FortiSOAR, FortiSIEM, FortiManager, and FortiAnalyzer. This integration allows for unified configurations, events, and alerts, simplifying data management and log aggregation.
- On-Device AI: FortiAI can operate on-premises, keeping sensitive data local rather than sending it to a cloud provider. This is particularly useful for organizations that prefer to maintain data privacy and security within their own infrastructure.
- Advanced Threat Detection: FortiAI uses deep learning technologies and artificial neural networks to identify and classify malware, including well-camouflaged threats, in sub-second time frames. It also provides insights on threat hunting and response, and supports natural language queries for complex database searches.
- Operational Efficiencies: FortiAI can reduce troubleshooting and installation time by up to 25% and enhance network performance and availability, thereby improving end-user productivity. It also provides detailed guidance for incident management and playbook creation.
Competitive Alternatives
Juniper Networks AI-Native Networking Platform
- Juniper’s platform unifies campus, branch, and data center networking operations through a common AI engine and the Mist Marvis Virtual Network Assistant (VNA). It has been trained on seven years of data and insights, ensuring reliable, measurable, and secure connections. This platform can reduce networking trouble tickets by up to 90%, lower OpEx by up to 85%, and reduce incident resolution time by up to 50%.
Nile AI Services Platform
- Nile offers an AI services platform that automates network design, configuration, and management. The platform includes AI-based network design, automated network deployment, and AI-powered network monitoring and operations. It integrates security, cloud-native service delivery, and AI-powered closed-loop automation, making it a strong alternative for enterprises looking to reimagine their network infrastructure.
Riverbed IQ 2.0
- While less detailed information is available in the provided sources, Riverbed IQ 2.0 is mentioned as one of the hottest AI networking tools. It is likely focused on network performance and visibility, though specific features and benefits would need further research to compare directly with FortiAI.
Key Differences
- Integration and Ecosystem: FortiAI’s strong integration with the broader Fortinet product suite is a significant advantage for organizations already using Fortinet solutions. In contrast, Juniper’s AI-native platform and Nile’s AI services platform offer more standalone AI capabilities that can be integrated into various network environments.
- On-Premises vs Cloud: FortiAI’s ability to operate on-premises is a unique selling point, especially for organizations with strict data privacy requirements. Other solutions might rely more heavily on cloud-based AI services.
- Performance Metrics: Juniper’s platform boasts significant reductions in trouble tickets and OpEx, as well as faster incident resolution times. FortiAI, on the other hand, focuses on reducing malware detection time to sub-second levels and improving operational efficiencies.
In summary, while FortiAI offers deep integration with Fortinet’s ecosystem and advanced on-device AI capabilities, competitors like Juniper and Nile provide strong alternatives with unique benefits such as unified AI engines and automated network management. The choice between these products would depend on the specific needs and existing infrastructure of the organization.
Fortinet FortiAI - Frequently Asked Questions
Frequently Asked Questions about Fortinet FortiAI
What is FortiAI and how does it integrate with other Fortinet products?
FortiAI is an AI-driven security solution from Fortinet that enhances various Fortinet products, including FortiSOAR, FortiSIEM, FortiManager, and FortiAnalyzer. It integrates with these products to streamline threat investigation, response, and hunting for threats or false positives. For example, FortiAI enhances FortiSOAR by performing tasks such as threat investigation, response, and playbook creation, and it streamlines FortiSIEM support by assisting with incident investigation and response.How does FortiAI use AI and machine learning?
FortiAI leverages advanced AI and machine learning technologies, including deep learning and artificial neural networks (ANNs). It is pretrained with over 20 million clean and malicious files, allowing it to classify malware and identify threats quickly, often in sub-second timeframes. This technology helps in scientifically analyzing file and fileless-based threats and tracing the origins of attacks.What are the key features of FortiAI?
Key features of FortiAI include:- Virtual Security Analyst: Mimics experienced security analysts to investigate threats and surface malware outbreaks.
- On-Premise Learning: Analyzes an organization’s specific traffic to reduce false positives and adapt to newly disguised threats.
- Real-Time Threat Analysis: Provides detailed summaries and recommendations for incident mitigation.
- Natural Language Queries: Allows security analysts to interact using natural language for complex database searches and report generation.
- Automated Network Maintenance: Assists in creating complex tasks, proactive diagnostics for IoT vulnerabilities, and automated network configurations.
How does FortiAI improve security operations?
FortiAI significantly improves security operations by reducing the time to detect and respond to threats. It provides contextual intelligence for alert investigations, guides threat investigation and remediation, and offers step-by-step remediation guidance. Additionally, it helps in creating playbooks, templates, and complete playbooks ready for deployment, enhancing the efficiency of security teams.Can FortiAI operate on-premises?
Yes, FortiAI can operate on-premises, which is particularly beneficial for customers who prefer to keep their sensitive data on-premises rather than sending it to a cloud provider. It integrates with FortiManager and FortiAnalyzer to unify configurations, events, and alerts into a single pane of glass, simplifying data management and log aggregation.How does FortiAI enhance threat hunting?
FortiAI enhances threat hunting by providing enhanced query capabilities, especially with its integration with FortiNDR Cloud. It helps threat hunters view detections and observations related to their queries, offering a clearer understanding of the coverage against emerging threats and vulnerabilities. This integration improves the performance of threat hunters by providing better insights into potential attackers.What is the impact of FortiAI on network management and troubleshooting?
FortiAI transforms network management by leveraging generative AI to assist in the creation of complex tasks and boost operational performance. It provides advanced scripting support, proactive diagnostics for IoT vulnerabilities, and automated network maintenance. This helps IT teams with limited coding experience to accelerate configurations, minimize errors, and detect device vulnerabilities more efficiently.How does FortiAI interact with users?
FortiAI allows users to interact using natural language queries. Users can request actions or information from the FortiAI assistant, and it will respond with text, images, widgets, and data retrieved directly from the environment. If the FortiAI assistant does not understand a prompt, it will ask for more details to clarify the request.What are the performance metrics and benefits of using FortiAI?
Using FortiAI can reduce troubleshooting and installation time by up to 25% and enhance network performance and availability, which can improve end-user productivity by up to 25%. It also provides operation efficiencies by offering detailed guidance for incident management and playbook recommendations, allowing security teams to focus on other critical tasks.Is FortiAI scalable?
Yes, FortiAI is scalable as it is integrated with FortiOS, which allows the product to grow and update with FortiOS. This integration ensures that FortiAI can adapt to the evolving needs of the network and security environment.