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Anomali vs Charlotte 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
6.2
Torq's automation enhances efficiency, reduces manual tasks, and offers noticeable cost savings and productivity improvements within the first year.
Sentiment score
6.0
Anomali improves ROI by enhancing SOC efficiency, reducing manual processes, and increasing productivity through automation and AI.
Sentiment score
4.5
Charlotte AI enhances security, reduces vulnerabilities, and validates incidents, proving beneficial even in its free version for limited teams.
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
Analyst productivity has improved significantly, with hours saved because of automation and AI-driven work that Anomali performs.
Global Leadership Council at a tech company with 10,001+ employees
Anomali provides us with a very cost-effective value compared to the market, and I would rate it ten out of ten for return on investment metrics.
Solution Delivery Advisor at a tech vendor with 10,001+ employees
There is a return on investment concerning time and effort saved by 40% after implementing Anomali.
Security Consultant at Deloitte
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
 

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
5.0
Anomali's customer service is praised for expertise and support, though smaller clients face response time challenges.
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.
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
They have strong onboarding and deployment assistance, provide a dedicated technical account manager for large customers, and engage in regular product updates and customer interaction.
Global Leadership Council at a tech company with 10,001+ employees
The technical support at Anomali is excellent.
Senior Cyber Threat Hunter at a financial services firm with 10,001+ employees
It doesn't seem very professional how they're handling support anymore.
Enterprise Security Architect V at FirstEnergy
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
 

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
8.0
Anomali offers scalable threat intelligence solutions, supporting organizations' growth with seamless tool integration and unlimited data management capacity.
Sentiment score
4.5
Charlotte AI enhances capabilities by integrating smoothly, offering insights, and effectively predicting patterns across various industries, especially education.
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
The scalability is massive, allowing us to store millions of indicators.
Enterprise Security Architect V at FirstEnergy
I believe Anomali's scalability is good; whether it is an organization for ten people or one hundred thousand people, the job a threat intel platform has to do will be the same.
Sr. Threat Intelligence Analyst at a tech vendor with 10,001+ employees
Anomali's scalability is impressive as a mature platform capable of processing large amounts of threat intelligence and indicators of compromise data.
Global Leadership Council at a tech company 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
 

Stability Issues

Sentiment score
7.6
Torq is stable and reliable, offering consistent performance with minimal downtime and rare, quickly resolved issues.
Sentiment score
8.4
Anomali shows high stability and reliability globally but requires improved management of platform changes for better adaptation.
Sentiment score
6.7
Charlotte AI is stable but occasionally unstable, with a 60-70% reliability rating and improving performance and token usage understanding.
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
From a reliability perspective, Anomali consistently injects threat feeds, works on automation, performs reliable API integrations, and supports enterprise scale globally.
Global Leadership Council at a tech company with 10,001+ employees
For example, while Microsoft allows ample time for users to adapt to deprecated features, Anomali only gave us three weeks before switching, so they need to be more cognizant of customer use cases from their engineering side.
Enterprise Security Architect V at FirstEnergy
The good thing is that they have a health check page, and if any issues arise, they notify us.
Lead Cyber Threat Intelligence Incident Response Engineer & Security Engineer at a retailer with 10,001+ employees
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
 

Room For Improvement

To improve Torq's platform, enhance error messaging, case management, UI, AI, integrations, templates, data handling, and reporting features.
Anomali needs AI upgrades, improved interface, better threat handling, expanded GenAI, streamlined features, and integration enhancements.
Charlotte AI needs improved accuracy and quicker responses, with integration into presentation tools to reduce formatting effort.
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
Combining all aliases into a coherent solution would be beneficial, as we had to review each individual source ourselves.
Senior Cyber Threat Hunter at a financial services firm with 10,001+ employees
Anomali should increase their capability to fetch details from various dark web solutions where threat actors post compromised credentials.
Lead Cyber Threat Intelligence Incident Response Engineer & Security Engineer at a retailer with 10,001+ employees
Anomali's ability to correlate and integrate different Threat Intel platforms, such as Mandiant and PolySwarm, is another valuable feature, removing duplicacy and enabling the application of specific IOCs across various security controls.
Associate Consultant at a tech vendor with 1,001-5,000 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
 

Setup Cost

Enterprise buyers have mixed opinions on Torq's pricing, with some finding it affordable and others expensive but valuable.
Anomali offers medium to high pricing with flexible licensing, enterprise contracts, and trusted leadership influencing continued usage.
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
Pricing and licensing are good, but the costs for purchasing threat feeds are somewhat complicated and a bit on the higher side.
Associate Consultant at a tech vendor with 1,001-5,000 employees
My experience with Anomali's pricing is that it is higher compared to other open-source alternatives.
Senior Information Technology Security Consultant at Mideast Data Systems
My experience with pricing, setup cost, and licensing is that there are not many follow-ups, but once we interacted with the product team or the leadership of Anomali, they managed a lot with us, and it all paid off to reach a conclusion that we would continue with this product.
Solution Delivery Advisor at a tech vendor 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.
Anomali excels in threat intelligence with strong integrations, user-friendly features, and enhances efficiency in threat visibility and response.
Charlotte AI improves threat response times, integrates with workflows, prioritizes security findings, and boosts productivity with detailed insights.
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
Regarding integration, Anomali has capabilities to integrate with different downstream applications such as Palo Alto, allowing us to create playbooks to block domains, URLs, or IPs directly within the firewall.
Lead Cyber Threat Intelligence Incident Response Engineer & Security Engineer at a retailer with 10,001+ employees
Correlating IOCs with the telemetry data we are ingesting from our data sources allows us to pull monthly reports identifying how many assets and users interacted with malicious content, giving insight into whether communications failed or users accessed restricted content, providing complete visibility of the IOCs traveling throughout our environment.
Associate Consultant at a tech vendor with 1,001-5,000 employees
It aggregates intelligence from hundreds of sources, automatically de-duplicates, applies risk scoring, applies context, and reduces much manual effort.
Global Leadership Council at a tech company with 10,001+ employees
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
 

Categories and Ranking

Torq
Sponsored
Average Rating
8.6
Reviews Sentiment
6.6
Number of Reviews
21
Ranking in other categories
AI-SOC (1st), AI-Powered Security Automation (1st)
Anomali
Average Rating
8.0
Reviews Sentiment
6.2
Number of Reviews
13
Ranking in other categories
Security Information and Event Management (SIEM) (9th), User Entity Behavior Analytics (UEBA) (5th), Threat Intelligence Platforms (TIP) (3rd)
Charlotte AI
Average Rating
8.4
Reviews Sentiment
5.3
Number of Reviews
10
Ranking in other categories
AI-SOC (9th)
 

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.
TarunKumar11 - PeerSpot reviewer
Global Leadership Council at a tech company with 10,001+ employees
Strategic threat intelligence has improved detection speed and consistently reduces analyst workload
Anomali can be improved in various aspects. Its AI-driven automation can further advance, and AI-powered investigation summaries can improve. User experience could be enhanced through simplification of workflows. Better board-level cyber risk dashboards could provide easier visualization. Additionally, Anomali could work on simplifying the pricing structure. Although it excels in threat intelligence aggregation and operationalization, stronger GenAI capability, improved executive reporting, and a more intuitive workflow for analysts would further increase SOC efficiency and add more business value. Regarding Anomali's AI capabilities, governance and security are quite good. Anomali has incorporated AI and machine learning primarily to improve correlation and prioritization. These capabilities are valuable but could be more mature. The platform could achieve better threat correlation, prioritization, more anomaly detection, and allow AI to accelerate intelligence analysis while further improving quality and relevance. The accuracy and reliability of Anomali's AI output are fairly reasonable and good. The AI engine works well, but this capability could be improved. Better threat correlation with threat actors, certain indicators of compromise, malware, and campaigns is possible. Threat prioritization could increase, and alert noise could be reduced through further de-duplication. While reasonable, this is not the best available, and other products possibly have more AI maturity, such as Recorded Future and CrowdStrike Falcon.
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Outsourcing Company
11%
Comms Service Provider
11%
Manufacturing Company
10%
Comms Service Provider
14%
Outsourcing Company
11%
Manufacturing Company
9%
Financial Services Firm
9%
Pharma/Biotech Company
16%
Outsourcing Company
10%
Manufacturing Company
9%
University
8%
 

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 Business4
Midsize Enterprise1
Large Enterprise14
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise2
Large Enterprise7
 

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 is your experience regarding pricing and costs for Anomali Enterprise?
My experience with pricing, setup cost, and licensing is that there are not many follow-ups, but once we interacted w...
What needs improvement with Anomali ThreatStream?
I can mention one point regarding improvements for Anomali, which is more enhanced reporting flexibility. The reporti...
What is your primary use case for Anomali ThreatStream?
I was using Anomali primarily for threat intelligence operations, security monitoring, and threat detection initiativ...
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...
 

Comparisons

 

Also Known As

No data available
Match, Lens, ThreatStream, STAXX, Anomali Security Analytics, ThreatStream Next-Gen and Agentic SOC Platform
No data available
 

Overview

 

Sample Customers

Information Not Available
Bank of England, First Energy, UBISOFT, Bank of Hope, Blackhawk Network
Information Not Available
Find out what your peers are saying about Torq, Anvilogic, SentinelOne and others in AI-SOC. Updated: October 2026.
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