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Charlotte AI vs UnderDefense comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Nov 9, 2026

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

ROI

Sentiment score
6.2
Torq's automation enhances efficiency, reduces manual tasks, and offers noticeable cost savings and productivity improvements within the first year.
Sentiment score
4.5
Charlotte AI enhances security, reduces vulnerabilities, and validates incidents, proving beneficial even in its free version for limited teams.
Sentiment score
8.0
Users saved time with detailed alerts, improving productivity and focus on development, security, and customer engagement.
Since we started working with Torq, I am handling much fewer alerts. It is becoming really easy for me to handle an alert.
SOC Analyst at AppsFlyer
We have seen a return on investment, targeting a $600,000 ROI for the year.
Cyber Security Engineer at a real estate/law firm with 5,001-10,000 employees
I have seen a return on investment with Torq, as the automation reduces the number of employees needed and significantly saves both time and resources.
Senior Cybersecurity Engineer at a tech vendor with 10,001+ employees
I have seen a return on investment with Charlotte AI, especially when we have a limited team.
System Architect at a university with 501-1,000 employees
The data points and examples I can share indicate that the environment is more secure.
Engineer at a financial services firm with 201-500 employees
I have seen a return on investment with Charlotte AI.
Senior Security Analyst at a healthcare company with 1,001-5,000 employees
Log triage no longer takes up our security team's calendar, allowing those hours to go into platform architecture, our DRM protections, and proactive hardening.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
Each alert comes with the caller, the endpoint, and the queries, so we do not dig through logs.
Internet Marketing Manager at a tech vendor with 51-200 employees
I have seen a return on investment, mainly in time and not having to build a team, as we did not need to hire a security team to get around-the-clock cloud coverage.
BD with 10,001+ employees
 

Customer Service

Sentiment score
6.6
Torq's customer support is praised for responsiveness, attentiveness, 24/7 availability, and effectively assisting with setup and critical issues.
Sentiment score
5.9
Charlotte AI's customer service is highly rated for efficiency, responsiveness, and exceptional technical support, achieving a ten out of ten.
Sentiment score
9.5
UnderDefense's customer service earns high ratings for exceptional responsiveness, clear communication, and quick assistance, achieving perfect satisfaction scores.
My impression of their technical support during the initial setup was that they were helpful, responded within a reasonable timeframe, and provided exactly what we needed.
Security Consultant at Integrity360
The speed and quality of their answers have been pretty good, as I usually get a response within 24 hours, and they follow up well.
CyberSecurity Engineer at a real estate/law firm with 10,001+ employees
We can always get an answer, and the support team are experts in their own system.
Director Of Cyber Security at a tech vendor with 501-1,000 employees
What makes customer service and technical support great is that they always respond to me when I have questions.
Senior Security Analyst at a healthcare company with 1,001-5,000 employees
We have Falcon Complete, so we just call them, and they help us out, which makes it easy to do what we need to do.
System Architect at a university with 501-1,000 employees
When we have issues, we ask Charlotte AI for help in finding and minimizing the issue, and then we draft the tickets correctly to support so they can assist us further.
Engineer at a financial services firm with 201-500 employees
When we needed a baseline adjusted or a finding explained, we got a clear answer quickly.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
I would rate the customer support on a scale of 1 to 10 as 10.
Founder at Urlicer
The customer support has been responsive and helpful.
Internet Marketing Manager at a tech vendor with 51-200 employees
 

Scalability Issues

Sentiment score
6.7
Torq excels in scalability with customization, handling high volumes, though browser issues may occur with large workflows.
Sentiment score
4.5
Charlotte AI enhances capabilities by integrating smoothly, offering insights, and effectively predicting patterns across various industries, especially education.
Sentiment score
8.5
UnderDefense seamlessly manages high-traffic and dynamic environments, ensuring reliable coverage amidst increasing customer and endpoint volumes.
Its scalability is good because it has a cloud-native architecture and it expands dynamically to handle thousands of alerts at the same time.
Software Engineer at Accenture
Torq's scalability is a notable strength, as its workflow-based automation allows expansion from managing a few repetitive security tasks to handling more complex and high-volume SOC operations.
Data Specialist at TCS
Our case management is super scalable.
CyberSecurity Engineer at a real estate/law firm with 10,001+ employees
So, this thing is basically able to analyze, learn, and predict what is normal.
System Architect at a university with 501-1,000 employees
Charlotte AI becomes a starting point whenever there is an issue.
Engineer at a financial services firm with 201-500 employees
Charlotte AI scales very well with the growing needs of my organization.
Senior Security Analyst at a healthcare company with 1,001-5,000 employees
Our platform sees sharp spikes from bulk uploads and fast-spreading assets, and UnderDefense Agentic AI SOC handles them without needing us to resize or retune anything.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
UnderDefense's scalability is good, as the same coverage applies as our cloud environment grows without us changing anything on our side.
BD with 10,001+ employees
Our traffic is high, and UnderDefense handles it without us changing anything.
Internet Marketing Manager at a tech vendor with 51-200 employees
 

Stability Issues

Sentiment score
7.6
Torq is stable and reliable, offering consistent performance with minimal downtime and rare, quickly resolved issues.
Sentiment score
6.7
Charlotte AI is stable but occasionally unstable, with a 60-70% reliability rating and improving performance and token usage understanding.
Sentiment score
9.1
UnderDefense is praised for its stability, consistently providing reliable performance even during high traffic and stress scenarios.
I evaluate it based on service availability, workflow execution reliability, integration failures, and incident history.
Cybersecurity Analyst at Digital Direct Solution Private Limited
Most of the time, the system is stable as long as the components that they integrate with are stable.
Director Of Cyber Security at a tech vendor with 501-1,000 employees
I have never faced any downtime or issues.
Senior Information Technology Security Consultant at Mideast Data Systems
I have not experienced any downtime, crashes, or performance issues.
Engineer at a financial services firm with 201-500 employees
I assess the stability and reliability of Charlotte AI as very reliable.
System Architect at a university with 501-1,000 employees
I have experienced downtime, crashes, or performance issues with Charlotte AI, but I have also seen those get better and the frequency with which it happens has decreased over time.
Senior Security Analyst at a healthcare company with 1,001-5,000 employees
We use it every day and it has run steadily, including when our traffic is high.
Internet Marketing Manager at a tech vendor with 51-200 employees
 

Room For Improvement

To improve Torq's platform, enhance error messaging, case management, UI, AI, integrations, templates, data handling, and reporting features.
Charlotte AI needs improved accuracy and quicker responses, with integration into presentation tools to reduce formatting effort.
Focus on including internal identifiers in alerts and onboarding templates to improve user experience and reduce setup time.
Torq should offer default templates that can directly scan firewall data and automate actions.
Senior Information Technology Security Consultant at Mideast Data Systems
The AI value depends on maturity. Real value depends heavily on telemetry, integration depth, and workflow design, all of which rely on how mature customers are in their SOC department.
Security Consultant at Integrity360
It was able to capture data but was unable to differentiate between the agent hostname we are using and the hostname that resides on the back end of the Internet.
Senior Consultant at a university with 10,001+ employees
I would like it to be formatted into an executive-level review or initial review, so we don't have to spend additional time formatting it.
System Architect at a university with 501-1,000 employees
I would like to see the false positive rate decrease.
Senior Security Analyst at a healthcare company with 1,001-5,000 employees
Charlotte AI can be improved by being more precise when questions are asked.
Engineer at a financial services firm with 201-500 employees
It is worth it for accurate triage later, but a template for common upload patterns will shorten that time.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
The setup and daily use have both been smooth.
BD with 10,001+ employees
Showing the customer name in the alert would help.
Internet Marketing Manager at a tech vendor with 51-200 employees
 

Setup Cost

Enterprise buyers have mixed opinions on Torq's pricing, with some finding it affordable and others expensive but valuable.
Users find UnderDefense cost-effective, easy to set up, and transparently priced, offering great value compared to in-house solutions.
When they bring more and more value into the platform, it makes more sense to pay that price, but still, it is expensive.
Senior Cyber Architect at a manufacturing company with 10,001+ employees
Before deciding to implement Torq, I considered that compared to our old case management platform, Torq was a much better price and had a lot better value for what you get out of the platform, which was a key consideration for the company.
CyberSecurity Engineer at a real estate/law firm with 10,001+ employees
It is an expensive solution, not an inexpensive solution, but we get through the flexibility.
Director Of Cyber Security at a tech vendor with 501-1,000 employees
licensing was clear from the start, giving me good value for the price
Founder at Urlicer
Compared with building the same coverage in-house, it is a much lower cost and did not require us to hire.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
Pricing was fair for what we get, setup was easy and took very little of our time, and the licensing was clear from the start, enabling us to see good value for the price.
BD with 10,001+ employees
 

Valuable Features

Torq simplifies automation with a drag-and-drop interface, AI-driven alert management, and seamless third-party tool integration.
Charlotte AI improves threat response times, integrates with workflows, prioritizes security findings, and boosts productivity with detailed insights.
UnderDefense offers anomaly detection, noise filtering, proactive reporting, 24/7 support, AI accuracy, governance, and efficient alert triage.
Torq's unified platform approach to AI SOC automation and case management has significantly benefited us by integrating the case management platform with the automation, which saves time compared to managing multiple point solutions across our security stack.
CyberSecurity Engineer at a real estate/law firm with 10,001+ employees
The fact that I can build whatever I want within my own imagination and skills without relying on code is the best thing about Torq.
Director Of Cyber Security at a tech vendor with 501-1,000 employees
You can copy and paste a cURL command. If you have documentation or APIs, you usually have an example on the side. You basically have all the information on how the API call should be. You can just copy that and paste it into a step, and it will just build the step for you.
Global IT Director at OpenWeb
I have 100% confidence in the responses and recommendations that Charlotte AI provides.
System Architect at a university with 501-1,000 employees
Charlotte AI helps my analysts understand and prioritize security findings.
IT-Infrastruktur and Cloud at a renewables & environment company with 10,001+ employees
Charlotte AI helps my analysts understand and prioritize security findings significantly because, especially in analyzing the cases, Charlotte AI searches in everything, so we get many more clues much faster, allowing us to continue and go deeper.
Pentester at a government with 1-10 employees
The linking, the filtering, and the readable reasoning each help on their own, but together, they allow a small security team to handle the volume our platform produces without losing sight of the cases that matter.
SEO And Outreach Specialist at a tech vendor with 11-50 employees
It has full-time support 24/7 with proactive reports, and monitoring runs around the clock.
Founder at Urlicer
The sorting signals and clear reports help my team day-to-day because every morning we look at a short list of cases that matter instead of a long list of raw alerts, and each case comes with the full picture, so we can decide in a few minutes whether it needs action.
BD with 10,001+ employees
 

Categories and Ranking

Torq
Sponsored
Ranking in AI-SOC
1st
Average Rating
8.6
Reviews Sentiment
6.6
Number of Reviews
21
Ranking in other categories
AI-Powered Security Automation (1st)
Charlotte AI
Ranking in AI-SOC
9th
Average Rating
8.4
Reviews Sentiment
5.3
Number of Reviews
10
Ranking in other categories
No ranking in other categories
UnderDefense
Ranking in AI-SOC
8th
Average Rating
10.0
Reviews Sentiment
7.2
Number of Reviews
5
Ranking in other categories
Endpoint Detection and Response (EDR) (22nd), Security Orchestration Automation and Response (SOAR) (10th), SOC as a Service (4th), Managed Detection and Response (MDR) (10th), Extended Detection and Response (XDR) (15th), Compliance Management (10th), AI-Powered Security Automation (4th)
 

Mindshare comparison

As of November 2026, in the AI-SOC category, the mindshare of Torq is 9.4%, up from 4.3% compared to the previous year. The mindshare of Charlotte AI is 2.1%, down from 4.0% compared to the previous year. The mindshare of UnderDefense is 0.6%. It is calculated based on PeerSpot user engagement data.
AI-SOC Mindshare Distribution
ProductMindshare (%)
Torq9.4%
UnderDefense0.6%
Charlotte AI2.1%
Other87.9%
AI-SOC
 

Featured Reviews

AD
Solutions Architect at ProArch
Automation has streamlined multi-tenant SOC workflows and improves alert handling efficiency
Although the reporting within Torq is not that great, we did ask for many features regarding reporting in Torq, but due to some platform constraints, they could not make the whole dataset available for us to be used in reporting. Except for that, we used some basic reporting. When I used Torq, it was indeed in the early stages of AI capabilities. Only a few customers were allowed to use it, and we were among them. It functioned well as long as we summarized the data properly. If you input garbage, you would get garbage out. Thus, we had to do significant fine-tuning regarding what data context we provided to the AI orchestrator to get meaningful results. In terms of Torq's unified platform approach to AI SOC automation and case management compared to managing multiple point solutions across my security stack, I find it case-centric. The unified view in case management is good since it provides clarity, although there are limitations regarding how many items in case management can be modified at once. Bulk operations are very limited, potentially due to their back-end database or data retrieval processes that can be improved. Regarding improvements for Torq, when we were onboarded, there were aspects we were uncertain about, such as the number of cases that could be generated, what data we could bring in, how many clients we could onboard, and similar concerns. Initially, we also lacked clarity about the number of playbooks or workflows we could build. Different triggers like system triggers, case-based triggers, and others can be employed without restrictions, but when it comes to on-demand and scheduled jobs, there is a limitation based on the subscription and pricing tier that notably caps the number of workflows we can create. No bulk editing across cases was one issue, along with limited filtering related to single grouping constraints. Additionally, the out-of-the-box case templates provided require substantial modifications before they become usable. There is also a feature in the cases for notes that cannot be searched. They are only visible through the UI, which is another area for improvement. The workflow and execution-based charges seem misleading as this was not discussed initially. I am not sure if new customers are made aware of this. It seems that workflows revolving around cases hinder functionality outside of case management, as we have many use cases needing on-demand triggers and schedules for functions like reporting or polling devices. Creating additional workflows to achieve basic functionalities raises costs significantly, which disadvantages customers. While they facilitate optimization and scaling, the support received tends to be very basic. Improvements can be made in that area as well.
Mohan Janarthanan - PeerSpot reviewer
Associate Vice President at Novac Technology Solutions
AI-driven incident response has transformed investigations and reduces mean time to detection
Charlotte AI's natural language capabilities are highly useful for analysts with different levels of security expertise. In the era of cybersecurity, people are focusing more on threat hunting and conducting more security analysis, and data analytics is a major component where we use NLP. CrowdStrike has had an NLP component for more than seven years. I started using it more than five years ago, which has allowed me to leverage the threat intelligence that CrowdStrike possesses. Regarding AI's natural language capabilities, it has helped analysts, particularly security analysts with different levels of experience, in two scenarios. One is the playbook where I have created my environment-based incident response and incident ticketing that we are handling. This aspect allows me to get the playbook in a single console, providing customized dashboards. The second scenario involves the level of alerts we receive, where we have to identify whether it is a true positive or a false positive. For example, we have a large firewall entity where certain IOCs need to be identified. Hash detections are present, and I have to correlate with my networking, my security team, and operations to find correlation. With a single click, I can create a simple prompt where I can navigate this particular IOCs to see whether it can be detected in my EDR. For that, I can consult my network team to check whether any data exfiltration has happened. Charlotte AI helps my analysts understand and prioritize security findings based on the environment. Normally, the P1 case for one environment to another will vary. It is completely environment-friendly, but how we handle this is based on our use cases, developed from past experiences and lessons learned from other incidents and supply chain attacks. We create playbooks that guide us on any detections, so we can navigate this effectively, which helps considerably. Charlotte AI helps with mean time to detection. I need to get the Overwatch alert or some incidents; I must verify that event, whether it is an original positive, true positive, or false positive. Instead of going back to check all the logs, I can give a simple prompt and get the output from Charlotte AI, which provides the result. Charlotte AI has been especially valuable for particular security use cases revolving around IOCs, threat IOCs, and adversaries in the threat hunting sector. It provides 100% accurate results.
Ivan Voitovych - PeerSpot reviewer
Founder at Urlicer
AI-driven SOC triage has transformed threat monitoring and keeps our security work focused
The best features UnderDefense offers include mostly triage in-context signals read together across my stack, where one finding replaces many separate checks. A good thing too is its false positive suppression, as I do not get false notifications. Normal activity such as traffic spikes during customer events is recognized and documented, and only the unusual cases reach me. It has full-time support 24/7 with proactive reports, and monitoring runs around the clock. Reports and alerts come to me without even noticing or asking, so it is very useful. My team sees what happened without having to chase it. I find the proactive reporting and 24/7 support to have definitely made a real difference. Proactive reports mean I hear about what happened without having to ask, so I know the state of things at the start of the day, and 24/7 support matters most for traffic spikes and other events outside busy working hours, as I get an answer when I need one without keeping someone on call just in case, saving me a lot of time. Together, they let my team stay on infrastructure work and step in only when a decision is needed. Regarding UnderDefense's AI capabilities, I think the governance and security is the best there is, as the decisions that matter stay with my team and each finding is documented, allowing me to review afterwards how a conclusion was reached. That control and traceability is what I need from AI in a security role. The accuracy and reliability of UnderDefense's AI output is accurate and steady, as findings have matched what I saw when I checked them, and the pattern assessments are consistent, especially during large traffic events or spikes, which is when I depend on them most. When a case needs judgment, the reasoning is there so I can confirm it myself.
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Outsourcing Company
11%
Comms Service Provider
11%
Manufacturing Company
10%
Pharma/Biotech Company
16%
Outsourcing Company
10%
Manufacturing Company
9%
University
8%
Manufacturing Company
39%
Construction Company
13%
Security Firm
11%
Outsourcing Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise7
Large Enterprise13
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise2
Large Enterprise7
No data available
 

Questions from the Community

What needs improvement with Torq?
What has not worked as well as I hoped with Torq is related to product data management and storing data, although it ...
What is your primary use case for Torq?
My main use case for Torq is for managing IT services and providing faster response.
What advice do you have for others considering Torq?
I would rate Torq a 10 on a scale of 1 to 10. I chose this rating because customer service is excellent. I suggest to...
What needs improvement with Charlotte AI?
Regarding the responses and recommendations Charlotte AI provides, I have approximately twenty percent confidence in ...
What is your primary use case for Charlotte AI?
I primarily use Charlotte AI for the capability that provides explanations for detections. I prefer this feature spec...
What advice do you have for others considering Charlotte AI?
Charlotte AI has not changed the way my security team investigates or responds to threats; it simply makes the proces...
What is your primary use case for UnderDefense?
Our main use case for UnderDefense Agentic AI SOC is to watch how accounts actually use our platform. Our product is ...
What is your experience regarding pricing and costs for UnderDefense?
The experience with pricing, setup cost, and licensing has been fair for what we get. Compared with building the same...
What needs improvement with UnderDefense?
UnderDefense could improve in onboarding, which takes some dedicated time because the baseline for our high volume up...
 

Interactive Demo

Demo not available
Demo not available
 

Overview

 

Sample Customers

Information Not Available
Information Not Available
Kyte, Betsson Grourp, Mammut, Accedian.
Find out what your peers are saying about Torq, Anvilogic, SentinelOne and others in AI-SOC. Updated: October 2026.
921,523 professionals have used our research since 2012.