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Anvilogic 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
6.1
Torq's automation enhances efficiency, reduces manual tasks, and offers noticeable cost savings and productivity improvements within the first year.
Sentiment score
4.7
Organizations using Anvilogic gained efficiency, reduced staffing needs, and rapid cyber threat response, though alert volume required tuning.
Sentiment score
7.8
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
We're taking these things that executives see on the news, cyber threats falling from the sky, and we're taking the timeline that would take weeks or sometimes even months to address, depending on what's required for the detection, and bringing that timeline down to hours and days.
Director, Cybersecurity Operations at Labcorp
We rolled out approximately 1,500 Armory alerts in three months, which would not have been possible with Splunk.
Vice President, Information & Cyber Security at St. George's University
If we were not doing more and did not have Anvilogic, we would need one dedicated person to do this detection engineering.
Head of Information Security at a tech vendor with 1,001-5,000 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
 

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
7.1
Anvilogic's customer service is praised for responsiveness and expertise, despite occasional delays and lacking a clear tracking system.
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.
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
The product management and the product engineering team are available to us if we need to review something with them.
Director, Cybersecurity at a financial services firm with 10,001+ employees
One of the best things about Anvilogic is the partnership, their knowledge, the depth of technical understanding, and the speed at which they respond.
Head of Information Security at a tech vendor with 1,001-5,000 employees
I would evaluate their customer service and tech support as fantastic.
Senior Director | Detection Response at a tech vendor with 1,001-5,000 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
 

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
6.8
Anvilogic is highly scalable and cost-effective, integrating seamlessly with platforms like Snowflake, enhancing performance and stakeholder adoption.
Sentiment score
8.2
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
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
We started with about 55 detections and scaled up to about 980 odd detections so far.
Head of Information Security at a tech vendor with 1,001-5,000 employees
Anvilogic scales effectively with the growing needs of my organization.
Senior Director | Detection Response at a tech vendor with 1,001-5,000 employees
Anvilogic is helping us identify what the needs of the business are, where in many cases, business processes just run off on their own.
Director, Cybersecurity Operations at Labcorp
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
6.7
Anvilogic is highly reliable with minimal issues, occasional slowness, and responsive support enhancing user trust in its stability.
Sentiment score
7.0
Charlotte AI is stable but occasionally unstable, with a 60-70% reliability rating and improving performance and token usage understanding.
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 never experienced a serious outage.
Vice President, Information & Cyber Security at St. George's University
I would assess the stability and reliability of Anvilogic as very good.
Senior Director | Detection Response at a tech vendor with 1,001-5,000 employees
The biggest instability has been with the AI agent, which the team is not using fully due to inconsistent results.
Senior Manager, Threat Prevention Engineering at a tech vendor with 5,001-10,000 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.
Anvilogic users desire enhancements in integration, case management, and detection logic while facing challenges with input limits and documentation.
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
Flexibility is key for any enterprise platform to meet our unique business requirements.
Senior Manager, Threat Prevention Engineering at a tech vendor with 5,001-10,000 employees
It lacked a robust CI/CD pipeline, which is crucial for comprehensive testing before changes go into production.
Threat Researcher 2 at a tech vendor with 1,001-5,000 employees
It seems that it requires more growth in how you can navigate through it and see the overall maturity of it clearly for a specific actor versus the enterprise-wide visibility of the whole maturity of the program.
Manager, Threat Intel & Detection Operations at Zendesk
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.
Anvilogic provides competitive, straightforward pricing and support, though some note it doesn't fully replace a SIEM solution.
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
Because they do not completely replace a SIEM, their pricing is slowly edging towards being a little too much for a smaller organization like ours.
Head of Information Security at a tech vendor with 1,001-5,000 employees
Licensing is reasonably affordable and should be evaluated over time concerning the platform's value.
Senior Manager, Threat Prevention Engineering at a tech vendor with 5,001-10,000 employees
They provide estimates because obviously every business is different, but they provided reasonable estimates that were fairly accurate based on other customers from a similar type of background or size.
Manager, Threat Intel & Detection Operations at Zendesk
 

Valuable Features

Torq simplifies automation with a drag-and-drop interface, AI-driven alert management, and seamless third-party tool integration.
Anvilogic optimizes SOC operations with AI-driven detection, no-code efficiency, and integration across platforms like Snowflake and Splunk.
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
Detection insights help us easily identify the most noisy ones, the effective ones, and what needs to be fixed to move the noisy ones to effective ones.
Head of Information Security at a tech vendor with 1,001-5,000 employees
The learning curve is not steep, allowing even those with basic knowledge in writing detection rules to adapt quickly.
Threat Researcher 2 at a tech vendor with 1,001-5,000 employees
Anvilogic plus Snowflake has vastly improved our total cost of ownership for the SIM platform; we went from a pretty expensive platform in Splunk that was not vertically scalable due to budget limitations to a platform now that is far more efficient per terabyte of data ingested and processed per day.
Senior Manager, Threat Prevention Engineering at a tech vendor with 5,001-10,000 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 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
 

Categories and Ranking

Torq
Sponsored
Ranking in AI-SOC
1st
Average Rating
8.8
Reviews Sentiment
6.6
Number of Reviews
20
Ranking in other categories
AI-Powered Security Automation (1st)
Anvilogic
Ranking in AI-SOC
2nd
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
13
Ranking in other categories
Security Information and Event Management (SIEM) (9th)
Charlotte AI
Ranking in AI-SOC
8th
Average Rating
7.8
Reviews Sentiment
7.6
Number of Reviews
4
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2026, in the AI-SOC category, the mindshare of Torq is 9.5%, up from 4.8% compared to the previous year. The mindshare of Anvilogic is 3.3%, up from 1.8% compared to the previous year. The mindshare of Charlotte AI is 2.1%, down from 5.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI-SOC Mindshare Distribution
ProductMindshare (%)
Torq9.5%
Anvilogic3.3%
Charlotte AI2.1%
Other85.1%
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.
reviewer2800338 - PeerSpot reviewer
Senior Manager, Threat Prevention Engineering at a tech vendor with 5,001-10,000 employees
Modern threat detection has improved coverage and reduced costs but still needs better UX and flexibility
There is room for growth in the product platform; our detection engineers using Anvilogic every day encounter some frustrating UX experience issues where buttons are not logically placed, and workflows are not working as expected. There is also room for growth in integrating the platform with third parties, as we have encountered limitations in what can be executed via API and what is documented. We are a heavy automation integration team, so having this well documented is important for us. The enterprise capabilities within the platform also seem somewhat limited, as we run into limitations in managing detections at scale and making changes to those detections at scale. Especially at an enterprise level, if we need to add enrichment logic to every single detection deployed, it can be quite onerous; we had to develop custom scripts to manage that. Thus, enhancing enterprise-type features for managing the platform at scale rather than clicking through the GUI is important as we continue to grow. Additionally, the AI capabilities have been somewhat unstable and unintuitive to use, which is key for increasing adoption. One other thing is that the detection logic builder today is somewhat limited in flexibility regarding implementing detections, grouping detections together, and handling alerts when they fire. This might be partly due to our need to adjust to a different platform, but flexibility is key for any enterprise platform to meet our unique business requirements. Having the capability to build custom detection logic not tied to a specific structure would be helpful; although a lot can be done, it often requires working with our account team which is time-consuming and less intuitive.
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.
report
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Top Industries

By visitors reading reviews
Outsourcing Company
12%
Financial Services Firm
11%
Comms Service Provider
10%
Manufacturing Company
9%
Financial Services Firm
14%
Outsourcing Company
11%
Comms Service Provider
8%
Healthcare Company
8%
Outsourcing Company
12%
Government
11%
Manufacturing Company
11%
Construction Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise5
Large Enterprise13
By reviewers
Company SizeCount
Small Business2
Large Enterprise12
No data available
 

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 is your experience regarding pricing and costs for Anvilogic?
I am from the technical department, so I do not have details about pricing, setup cost, or licensing, as that was han...
What needs improvement with Anvilogic?
I would not say there is anything I would like to add regarding how Anvilogic can be improved, as they are probably w...
What is your primary use case for Anvilogic?
My main use case for Anvilogic is for detection engineering, and I manage all of my use cases and alerts in the AVLs ...
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

 

Overview

Find out what your peers are saying about Anvilogic vs. Charlotte AI and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.