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Charlotte AI vs Purple AI comparison

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Comparison Buyer's Guide

Executive Summary

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
6.1
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
4.6
Purple AI delivers positive ROI for large enterprises, aids threat detection, and requires manual checks for critical issues.
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
It provides us with a summary of the alert and suggests what suspicious activities have occurred, along with guidance on what to look for next.
IT Security Analyst at a tech consulting company with 11-50 employees
We have achieved good ROI with Purple AI.
Threat Engineer at Proficio
 

Customer Service

Sentiment score
6.8
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
6.1
Purple AI's customer service is highly rated, providing swift, direct access to experts for efficient and smooth assistance.
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
We just directly get connected to the technical person.
Threat Engineer at Proficio
I would rate the technical support for Purple AI an eight out of ten.
IT Security Analyst at a tech consulting company with 11-50 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
6.0
Purple AI is a scalable option with unique Flexi-license, though its full autonomous capabilities are still developing.
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
If we scale and add any two to three pieces within our existing plan, based on the endpoint, it gives the next term and when we pay the money, it adds that amount in the billing and it's quite easy.
Threat Engineer at Proficio
Purple AI has very high chances of scalability.
Soc Analyst at a tech consulting company with 11-50 employees
Purple AI works well for all types of alerts across various data sources and environments; hence, I find it good for scalability.
IT Security Analyst at a tech consulting company with 11-50 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
7.3
Purple AI is stable and reliable but may require precise prompts and relies on SentinelOne's performance, causing occasional delays.
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
The only concern is the prompting requirement, as we have to provide prompts in a proper manner, otherwise it will not work correctly.
Associate Vice President at Novac Technology Solutions
I have not faced any challenges when implementing Purple AI.
IT Security Consultant at Systemhaus for you GmbH
Sometimes it lacks performance and may take a while to load, or it may not show alerts at all, requiring us to log out and log back in.
IT Security Analyst at a tech consulting company with 11-50 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.
Purple AI should improve threat analysis, UI, and customization to enhance threat detection and match CrowdStrike's capabilities.
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
AI combined with automation is a very powerful tool, and combining these could reduce both time and work because automation saves time for everyone.
Soc Analyst at a tech consulting company with 11-50 employees
As an improvement, if SentinelOne could focus on IOA similar to what CrowdStrike is giving, that would be a good point.
Senior Technical Engineer at Safezone Secure Solutions Private Limited
The only concern related to pricing is the ingestion-based pricing model, which is higher at scale.
Associate Vice President at Novac Technology Solutions
 

Setup Cost

Enterprise buyers have mixed opinions on Torq's pricing, with some finding it affordable and others expensive but valuable.
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
Providing SentinelOne solution for small scale enterprise, if they could offer better prices, it would be more useful.
Threat Engineer at Proficio
I would say the solution is a little expensive.
Associate Vice President at Novac Technology Solutions
 

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.
Purple AI enhances threat detection and response with accurate predictions, deep visibility, and multi-language support for efficient analysis.
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
In today's world, the time to respond to an attack is key.
Senior Technical Engineer at Safezone Secure Solutions Private Limited
The best feature is that the summary is very precise, crisp, and presented in layman's language while still including all the technical aspects required for analysis.
Soc Analyst at a tech consulting company with 11-50 employees
Purple AI provides availability and ensures that all threat detection and response are available in a single platform.
Associate Vice President at Novac Technology Solutions
 

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
Purple AI
Ranking in AI-SOC
3rd
Average Rating
8.4
Reviews Sentiment
5.9
Number of Reviews
6
Ranking in other categories
No ranking in other categories
 

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 Purple AI is 2.3%, down from 4.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI-SOC Mindshare Distribution
ProductMindshare (%)
Torq9.4%
Purple AI2.3%
Charlotte AI2.1%
Other86.2%
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.
GANESAN K - PeerSpot reviewer
Senior Technical Engineer at Safezone Secure Solutions Private Limited
Automated threat hunting has reduced investigation time and now improves incident visibility
We have not tested in that manner because when comparing with the competition product CrowdStrike, Purple AI and CrowdStrike are pretty good and more or less equal in the way of responding to a query. On the technical side, I can compare Purple AI with CrowdStrike's threat intelligence. CrowdStrike was initially a breach investigation company and was in the Indian market well before SentinelOne, acquiring more significant ground. We have used Charlotte AI, which is provided by CrowdStrike, the direct competitor of SentinelOne. These two have key differences. Charlotte AI focuses more on IOAs and IOCs, whereas Purple AI helps us query the logs and hunt threats. As an improvement, if SentinelOne could focus on IOA similar to what CrowdStrike is giving, that would be a good point. They could feed information on IOA, such as based on attackers, what different attack groups are performing the attacks, and provide those insights. Compared to its competition, for doing DFIR (Digital Forensics and Incident Response), not only IOCs are needed but also IOAs. Information about the indication of the attacker, who is attacking, and the attacker group history would be better if Purple AI could incorporate that. We can build some queries and automated responses for any suspicious or malicious conditions. It would be better if there were workflows in place for giving alerts. The way alerts are handled could be improved because when compared to other competing products, I am able to handle the technique of the threat and categorize it based on severity. If it has a major impact on the environment, I can contain the system. I have numerous options to create various kinds of alerts.
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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
15%
Outsourcing Company
10%
Government
9%
Manufacturing Company
9%
Outsourcing Company
12%
Manufacturing Company
11%
Healthcare Company
10%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise6
Large Enterprise13
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise2
Large Enterprise7
By reviewers
Company SizeCount
Small Business5
Large Enterprise2
 

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 needs improvement with Purple AI?
AI-assisted summary is good, but if we get it in the exact threat module where we investigate all the threats, it wou...
What is your primary use case for Purple AI?
The main use cases I use Purple AI for are building queries, alerts, and Star custom policies. Mostly I use Purple AI...
What advice do you have for others considering Purple AI?
I notice a difference in speed using Purple AI compared to legacy SIEMs such as Sumo Logic; it is fast, taking only a...
 

Comparisons

 

Overview

Find out what your peers are saying about Charlotte AI vs. Purple AI and other solutions. Updated: September 2026.
920,939 professionals have used our research since 2012.