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Secure your OT/ICS environment with AI-activated threat detection, trained on a decade of industrial intelligence.

Go beyond generic alerts with context-rich playbooks to prioritize real threats and safeguard production uptime.

DifferentiatorAI is trained on a decade of OT-specific data, not generic IT security data.
ProofNamed a Leader in the Gartner® Magic Quadrant™ for OT Security.
Explore Dragos
Pricing on request
9.2 Zekai
Industrial Cyber Defense
AI for Manufacturing & Industrial
Ease of Use
8.5
Accuracy
9.7
Value
8.8
Time Saving
9.6
AI-PoweredThreat IntelligenceVulnerability ManagementIncident ResponseAsset Discovery
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Zekai Verdict

What is it?
Dragos provides an AI-activated cybersecurity platform specifically for Operational Technology (OT) and Industrial Control Systems (ICS).
Best for
Best for industrial organizations seeking to mature their OT cybersecurity posture from basic monitoring to proactive…
Not ideal for
Pricing is not public, suggesting a significant enterprise-level investment.
Price
Pricing on request
Zekai Score
9.2/10
Hand-scored by Zekai

Top AI for Manufacturing & Industrial picks

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⚡ Quick answer

For manufacturing and industrial operations, Dragos is a leading AI solution for OT cybersecurity. Its platform uses AI trained on a decade of OT-specific threat intelligence, not generic IT data, to provide accurate threat detection and asset visibility. This allows teams to cut through alert noise and focus on the 3-6% of vulnerabilities that pose a genuine risk to production, as validated by their 'Now, Next, Never' prioritization model.

CategoryOT Cybersecurity
Best ForSecuring critical industrial infrastructure with AI-driven threat intelligence.
Price FromOn request
FreeNo
DifferentiatorAI is trained on a decade of OT-specific data, not generic IT security data.
ProofNamed a Leader in the Gartner® Magic Quadrant™ for OT Security.
Rating4.6/5
📖 About Dragos
How It Works

Your workflow, automated

1
Gain Full Asset Visibility
Deploy the Dragos Platform to passively and actively map all devices, connections, and protocols across your entire OT/ICS network.
2
Prioritize Critical Vulnerabilities
Apply the 'Now, Next, Never' model and Dragos intelligence to automatically triage vulnerabilities, focusing only on those that are exploitable in your environment.
3
Execute Guided Response
When a real threat is detected, use expert-authored playbooks within the platform to guide your team through the fastest path to containment and resolution.
Ready to automate your workflow with Dragos?
Explore Dragos →
Real Impact

Before & After

❌ Before

Overwhelmed by thousands of generic IT security alerts with no context for the OT environment.

High volume of false positives
✅ After

Confidently identify and respond to the few critical OT threats that actually risk production downtime.

Actionable, OT-specific alerts
Prompt Templates

Try it with these prompts

Copy any prompt and paste it directly into the tool.

Analyze OT Network Vulnerabilities

Identify and prioritize critical vulnerabilities within our OT network using the Dragos 'Now, Next, Never' model. Provide actionable insights for the 3-6% of vulnerabilities that pose the most significant risk to operati…

Detect and Respond to OT Threats

Leverage Dragos's AI-trained on proprietary OT data to cut through alert overload. Precisely identify threats, utilize response playbooks, and apply expert xOT insights to mitigate cyber risks in our industrial control s…

Gain Visibility into xOT Environments

Establish comprehensive visibility across our full xOT ecosystem. Inventory assets and monitor networks to operationalize an effective cybersecurity program, ensuring the security of manufacturing, oil & gas, or electric…

Social Proof

Trusted by professionals

Ease of Use
8.5
Accuracy
9.7
Value
8.8
Time Saving
9.6

"The improved visibility we gained through the Dragos Platform has been a game-changer for our day-to-day operations.... This visibility has empowered our team to make data-driven decisions."

Josh D., Supervising Engineer · June 2026

"What’s been helpful with Dragos is not just the technology, but the expertise that they bring to the table. Koch can now identify ICS/OT threats, rapidly pinpoint malicious behavior on their ICS/OT networks..."

Gabe G., CISO · May 2026

"The platform is incredibly powerful, but the initial setup and integration were more resource-intensive than we anticipated. It's not a simple plug-and-play solution, so be prepared to dedicate a team to its implementation."

Chris P., Cybersecurity Manager · April 2026

"With Dragos, we got context – the ability to confidently know which alerts to ignore and which ones to act on."

Cybersecurity M., International Airport · March 2026
Connects With

Works with your existing stack

Microsoft (Azure Marketplace, Sentinel) Accenture World Wide Technology
Setup complexity: Expert
Dragos provides an AI-activated cybersecurity platform specifically for Operational Technology (OT) and Industrial Control Systems (ICS). It helps manufacturing and industrial professionals gain complete asset visibility, manage vulnerabilities based on risk, and respond to threats with expert-backed playbooks.
Comparison

How it compares

While traditional IT security tools can be retrofitted for OT environments, they often generate high volumes of false positives and lack deep protocol awareness. Dragos is built from the ground up for OT/ICS, with its AI trained on industrial threat data. Choose a generic tool for basic network monitoring on a tight budget. Choose Dragos when uptime is critical and you need expert-level, contextual intelligence to identify and respond to threats that could halt production.

The decision

Is it worth it?

Return on investment
Given pricing is on request, a precise ROI is unavailable, but by focusing teams on the critical 3-6% of vulnerabilities, it significantly reduces wasted man-hours and mitigates the high cost of potential production downtime.
Built for
OT/ICS cybersecurity managers, plant managers, CISOs, and industrial automation engineers responsible for securing production environments and critical infrastructure.
Effort to adopt
Expert
Compliance
The Dragos platform assists with compliance for major regulations including NIS2, CAF v4, SOCI/SONS, TSA, and NERC CIP.
Who It's For

Why Manufacturing & Industrial choose this tool

🎯
Built for
Best for industrial organizations seeking to mature their OT cybersecurity posture from basic monitoring to proactive, intelligence-driven threat detection and response.
In-Depth Overview
For manufacturing professionals, the line between IT and OT is gone; the 'xOT' environment is the new reality, and it's under attack. Generic security tools flood your team with alerts that lack industrial context, making it impossible to distinguish real threats from noise. Dragos solves this with a platform built exclusively for OT. Its new EmberAI is trained on a decade of frontline industrial threat intelligence, not generic IT data. This allows it to accurately identify malicious behavior on ICS/OT networks. The platform's 'Now, Next, Never' model addresses the fact that 73% of vulnerabilities are deep within the OT network. It helps you prioritize the 3-6% of vulnerabilities that actually pose a risk to your operations. Instead of just flagging anomalies, Dragos provides context-rich detections and guided response playbooks, turning every analyst into a more effective defender. This is a move from a reactive, alert-heavy posture to a proactive, intelligence-driven strategy to protect critical production assets.

Key Use Cases

🏭
Cut Through Alert Fatigue and Pinpoint Real Threats
OT Security Manager
Use the Dragos Platform to automatically inventory all connected OT assets. Leverage the 'Now, Next, Never' model to filter thousands of potential vulnerabilities down to the handful that require immediate action on the plant floor.
Focus on the 3-6% of critical vulnerabilities.
✓ Pros
AI trained specifically on a decade of OT expertise, not generic IT data.
Prioritizes vulnerabilities, focusing on the critical 3-6% that pose a real threat.
Provides complete asset visibility across the entire xOT ecosystem.
Includes detailed response playbooks to accelerate incident resolution.
Backed by world-class OT threat intelligence (WorldView) and expert services.
· Cons
Pricing is not public, suggesting a significant enterprise-level investment.
Requires a demo and likely a complex sales and onboarding process.
May be overkill for smaller manufacturers with less complex OT environments.
Full value requires commitment to the entire platform and intelligence ecosystem.
⚡ Editorial Verdict

Dragos is an enterprise-grade powerhouse for OT security, offering unparalleled depth and expertise. Its AI, trained on real-world industrial threat data, provides a critical advantage in accurately identifying risks to production. The primary trade-off is its complexity and opaque pricing, positioning it as a strategic investment for large-scale operations rather than a simple tool for smaller manufacturers.

Questions & Answers

Frequently asked questions

What is the best AI tool for OT cybersecurity in manufacturing?

+
For manufacturing and industrial operations, Dragos is a leading AI solution for OT cybersecurity. Its platform uses AI trained on a decade of OT-specific threat intelligence, not generic IT data, to provide accurate threat detection and asset visibility. This allows teams to cut through alert noise and focus on the vulnerabilities that pose a genuine risk to production.

How can AI help secure my industrial control systems?

+
Dragos's AI, called EmberAI, enhances OT security by being trained on proprietary industrial data. This helps analysts cut manual work by automatically identifying true threats, prioritizing vulnerabilities, and providing guided response playbooks, leading to faster, more confident decisions to protect your ICS.

Can Dragos help with regulatory compliance like NIS2 or NERC CIP?

+
Yes, the Dragos website explicitly states the platform helps organizations align with multiple OT compliance frameworks, including NIS2, CAF v4, SOCI/SONS, TSA, and NERC CIP.

Is Dragos suitable for a small manufacturing plant?

+
Dragos is an enterprise-focused platform designed for complex industrial environments. While it may be too comprehensive for smaller plants with limited security teams or budgets, you should request a demo to discuss your specific needs with the vendor.

Does Dragos work with my existing security stack like Microsoft Sentinel?

+
Yes, Dragos integrates with major technology partners. The website specifically mentions an integration to send OT threat data into Microsoft Sentinel and availability on the Azure Marketplace.

What kind of support and expertise does Dragos offer beyond the software?

+
Dragos offers a wide range of expert services, including proactive threat hunting (OT Watch), incident response, OT cyber assessments, red team services, tabletop exercises, and professional training through the Dragos Academy.

Last reviewed:

Plans & Pricing

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Prices and features are updated regularly but can change at any time — always confirm on the official website. Some links on this page are affiliate links.

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Free guide

Take it with you

  • Introduction: Why Traditional IT Security Fails in OT Environments
  • The Challenge: Alert Fatigue and the Risk to Uptime
  • The Solution: Moving to an Intelligence-Led Model
  • Understanding Your Attack Surface: The Importance of Asset Discovery
  • Prioritization is Key: Focusing on What Matters
+3 more steps inside the guide
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AI Directory

About Dragos

Full Description

Dragos provides an AI-activated cybersecurity platform specifically for Operational Technology (OT) and Industrial Control Systems (ICS). It helps manufacturing and industrial professionals gain complete asset visibility, manage vulnerabilities based on risk, and respond to threats with expert-backed playbooks.

Editorial Verdict

Dragos is an enterprise-grade powerhouse for OT security, offering unparalleled depth and expertise. Its AI, trained on real-world industrial threat data, provides a critical advantage in accurately identifying risks to production. The primary trade-off is its complexity and opaque pricing, positioning it as a strategic investment for large-scale operations rather than a simple tool for smaller manufacturers.

Last reviewed:
Disclaimer
Zekai is an independent AI tools directory. We are not affiliated with, endorsed by, or officially connected to Dragos unless clearly stated. All product names, logos, and brands are the property of their respective owners and are used for identification purposes only. The information on this page — including pricing, features, and availability — is general information, may have changed since our last review, and is not professional advice. Zekai Scores and verdicts are our editorial opinion. Some outbound links are affiliate links that may earn us a commission at no extra cost to you. Spotted outdated or incorrect information? Request a correction →
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