No more typing reviews! Try our Samantha, our new voice AI agent.

Charlotte AI vs Microsoft Security Copilot comparison

Why PeerSpot?
Sponsored
 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 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
5.8
Organizations saved time and reduced workload with Torq, achieving efficiency, cost savings, and improved security workflows through automation.
Sentiment score
7.8
Charlotte AI enhances security, reduces vulnerabilities, and validates incidents, proving beneficial even in its free version for limited teams.
Sentiment score
6.4
Microsoft Security Copilot boosts productivity and efficiency, reducing IT demands and processing times, despite unclear financial metrics.
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
Threat hunting and incident summarization workflows became significantly faster during large-scale phishing or ransomware investigations, helping the team manage more incidents without increasing SOC headcount proportionally.
Soc Anaylst at Softcell Technologies Limited
The summary capability saves me fifty percent of the processing time on emails.
Head of Industrial Agency at CUSHMAN WAKEFIELD
The biggest return on investment that I've seen when using Microsoft Security Copilot is the ability to scale.
CEO / CISO at adaQuest Inc
 

Customer Service

Sentiment score
6.6
Torq's customer service is praised for responsiveness, availability, knowledgeable staff, and effective assistance, despite occasional delay issues.
Sentiment score
8.5
Charlotte AI's customer service is highly rated for efficiency, responsiveness, and exceptional technical support, achieving a ten out of ten.
Sentiment score
5.9
Microsoft Security Copilot support is praised for expertise and professionalism, with suggestions to improve documentation and resources.
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
On a scale from one to ten, I would rate customer service and technical support for Microsoft Security Copilot as a nine.
Associate Director, Strategy & Operations at Evalueserve
They tend to be quite rigid with documentation and often redirect me to look at documents instead of directly assisting me, which can cause delays.
Senior Technical Director at Globant
Based on our customers' experiences, I would rate their support a seven out of ten.
CEO / CISO at adaQuest Inc
 

Scalability Issues

Sentiment score
6.6
Users praise Torq's scalability, adaptability, and workflow management, though initial modularization guidance is sometimes lacking.
Sentiment score
8.2
Charlotte AI enhances capabilities by integrating smoothly, offering insights, and effectively predicting patterns across various industries, especially education.
Sentiment score
6.6
Microsoft Security Copilot offers scalable, cloud-native security solutions, enhancing productivity and handling increased alerts efficiently in large enterprises.
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
Our case management is super scalable.
CyberSecurity Engineer at a real estate/law firm with 10,001+ employees
In terms of scalability, you can do as long as you can build it, and they can support it.
Director Of Cyber Security at a tech vendor with 501-1,000 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
We don't have any concerns whatsoever with scalability.
CEO / CISO at adaQuest Inc
Scalability is the name of the game, involving understanding exactly where focus and money need to be placed and ensuring that where focus and money are placed can scale with the size, speed, and capabilities of organizations as they adopt AI in the workplace.
Manager, Practice Microsoft Security at a computer software company with 201-500 employees
I think Microsoft Security Copilot scales well with the growing needs of our organization.
Associate Director, Strategy & Operations at Evalueserve
 

Stability Issues

Sentiment score
7.5
Torq is praised for its high stability and reliability, with minor issues resolved quickly, ensuring consistent uptime.
Sentiment score
7.0
Charlotte AI is stable but occasionally unstable, with a 60-70% reliability rating and improving performance and token usage understanding.
Sentiment score
7.9
Microsoft Security Copilot is reliable with no major issues, but concerns exist about its hosting and response variability.
We have been using Torq for one and a half years, but we have experienced no downtime.
Angular developer at Flourish software
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
When talking about confidentiality, integrity, and availability, availability is the critical concern.
Manager, Practice Microsoft Security at a computer software company with 201-500 employees
There are circumstances where we expected certain things to surface through our prompting with Microsoft Security Copilot, but they did not come up.
CEO / CISO at adaQuest Inc
They have not had any incidents so far despite having everything on Microsoft Security Copilot.
Associate Director, Strategy & Operations at Evalueserve
 

Room For Improvement

Torq requires improvements in dashboard usability, AI features, error handling, integration, and UI maturity for better user experience.
Charlotte AI needs improved accuracy and quicker responses, with integration into presentation tools to reduce formatting effort.
Microsoft Security Copilot needs better cross-system functionality, pricing clarity, UI design, customization, and improved integration with non-Microsoft tools.
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
Microsoft needs to give at least some kind of à la carte option between E3 and E5, maybe an E4, to cherry-pick from E5.
Director, Information Technology Security at Tyson Foods
If a way could be found to make it more cost-effective and streamline the licensing mechanism, they have the technology to succeed in the marketplace.
CEO / CISO at adaQuest Inc
Even though Microsoft is a major technology company with insurance coverage, customers worry about potential data leaks, especially in sensitive industries such as banking and semiconductor manufacturing.
Technical Services Manager at ATS
 

Setup Cost

Torq offers flexible pricing based on playbooks, seen as competitive by some but expensive by others needing AI cost clarity.
Microsoft Security Copilot is competitively priced and integrates well for existing Microsoft users, with potential concerns about additional costs.
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
Most of my customers are already within Microsoft stack, and the pricing is mostly well accepted.
Senior Technical Director at Globant
We wanted something under one umbrella, which is something Microsoft is able to give.
Owner & CPO at Sensfrx
Its pricing scares our customers the most.
CEO / CISO at adaQuest Inc
 

Valuable Features

Torq offers AI-driven automation, seamless integrations, and a user-friendly interface, enhancing security operations without programming skills.
Charlotte AI improves threat response times, integrates with workflows, prioritizes security findings, and boosts productivity with detailed insights.
Microsoft Security Copilot boosts efficiency with AI-driven incident handling, integrating tools for quick responses and enhanced SOC operations.
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 has changed the way my security team investigates and responds to threats by providing valuable insights in quick succession, allowing us to verify what it has found and then move forward to determine whether something was malicious or benign.
Senior Security Analyst at a healthcare company with 1,001-5,000 employees
Charlotte AI has changed the way my security team investigates and responds to threats by shortening the time of investigation and helping me find information very quickly.
Engineer at a financial services firm with 201-500 employees
The integration of Microsoft Security Copilot with other Microsoft solutions has had a positive impact on my company's security posture because it's integrated into the operating system.
Security engineer at a university with 10,001+ employees
One of the major use cases that we have seen is the reduced time spent on integrating and understanding Purview's output versus Sentinel's output, because the two speak to each other through Microsoft Security Copilot.
Associate Director, Strategy & Operations at Evalueserve
Microsoft Security Copilot has helped us and our clients reduce the mean time to resolution significantly.
Solutions Principal at Aboutxtreme!
 

Categories and Ranking

Torq
Sponsored
Average Rating
8.6
Reviews Sentiment
6.5
Number of Reviews
18
Ranking in other categories
Security Orchestration Automation and Response (SOAR) (4th), AI-SOC (1st), AI-Powered Security Automation (1st)
Charlotte AI
Average Rating
7.8
Reviews Sentiment
7.6
Number of Reviews
4
Ranking in other categories
AI-SOC (11th)
Microsoft Security Copilot
Average Rating
8.2
Reviews Sentiment
6.6
Number of Reviews
21
Ranking in other categories
Generative AI Security (1st)
 

Mindshare comparison

AI-SOC Mindshare Distribution
ProductMindshare (%)
Charlotte AI2.3%
Dropzone AI10.6%
Prophet Security9.3%
Other77.8%
AI-SOC
Generative AI Security Mindshare Distribution
ProductMindshare (%)
Microsoft Security Copilot5.5%
Prompt Security6.5%
Lakera5.4%
Other82.6%
Generative AI Security
 

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.
reviewer2636034 - PeerSpot reviewer
System Architect at a university with 501-1,000 employees
AI assistant has transformed log analysis and now speeds threat investigations for our team
Charlotte AI could be improved by allowing us to upload a nice report from PowerPoint or Excel, just as other AI models do. The details they give us are so good, but right now it is all text-based, and I have to copy it and format it. 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. It would just be easier to present the output and what we found out without spending another hour improving how the report looks because it is not clean right now when it outputs it.
RajatSharma1 - PeerSpot reviewer
Associate Director, Strategy & Operations at Evalueserve
Brings security operations under one umbrella and reduces investigation time across teams
One thing that we heard not from our engineers but from our procurement team was that they are not very clear on the licensing and pricing for Microsoft Security Copilot. We have been trying it out for the last two months as we are a Microsoft shop and have been given early access to it. However, there has not been a lot of clarity for our procurement team on what will happen once this trial period or this early access is over. If there could have been a bit more clarity on whether this is based on a per seat per month basis, or if it is based on APIs, or on the basis of how many calls to action you are taking, that would help. When they have tried to reach out to the sales team, the response they have gotten is that they should try it out first and pricing will be discussed later. Just a bit more clarity on pricing would be nice to have.
report
Use our free recommendation engine to learn which AI-SOC solutions are best for your needs.
914,262 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Outsourcing Company
12%
Financial Services Firm
12%
Comms Service Provider
10%
Manufacturing Company
8%
Outsourcing Company
12%
Government
10%
Construction Company
8%
Insurance Company
8%
Computer Software Company
15%
Insurance Company
8%
Financial Services Firm
8%
Healthcare Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise5
Large Enterprise11
No data available
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise5
Large Enterprise13
 

Questions from the Community

What needs improvement with Torq?
There are some bugs in Torq, of course. They can be present in data transformation, some UI debugging, and other area...
What is your primary use case for Torq?
My main use case for Torq is the automation of cyber security processes through a SOAR platform and APIs. A main exam...
What advice do you have for others considering Torq?
Regarding someone thinking about using Torq, I recommend looking into their provided academy to start working with th...
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 experience regarding pricing and costs for Microsoft Security Copilot?
Our experience for pricing for Microsoft Security Copilot is still on the higher side for continuous SOC uses, especi...
What needs improvement with Microsoft Security Copilot?
Microsoft Security Copilot could improve in response accuracy and consistency for highly complex investigations invol...
What is your primary use case for Microsoft Security Copilot?
Our primary use case for Microsoft Security Copilot is accelerating SOC investigations, threat hunting, and incident ...
 

Also Known As

No data available
No data available
Copilot for Security
 

Overview

Find out what your peers are saying about Torq, Anvilogic, SentinelOne and others in AI-SOC. Updated: September 2026.
914,262 professionals have used our research since 2012.