AWS Security Hub vs Devo comparison

Why PeerSpot?

The compared Amazon Web Services (AWS) and Devo solutions aren't in the same category. Amazon Web Services (AWS) is ranked #20 in CSPM , with an average rating of 7.8, and holds a 2.5% mindshare in the category. Devo is ranked #21 in Log Management , with an average rating of 7.9, and holds a 1.4% mindshare. Additionally, 89% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 93% of Devo users who would recommend it.

Comparison Buyer's Guide

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Executive SummaryUpdated on Sep 18, 2024

Devo and AWS Security Hub are prominent players in the security information and event management (SIEM) market. AWS Security Hub seems to have the upper hand because of its robust cloud-native features and scalability.

Features: Devo is valued for its efficient data integration, real-time event correlation, and adaptability to various data sources. AWS Security Hub offers extensive cloud-native features, automated compliance checks, and seamless integration with other AWS services.

Room for Improvement: Devo could improve its user experience, offer more intuitive dashboards, and enhance ease-of-use. AWS Security Hub users desire enhanced customizability, better multi-account management, and more flexibility in configuration.

Ease of Deployment and Customer Service: Devo is highlighted for a straightforward deployment process and commendable customer support. AWS Security Hub has an easy deployment within the AWS ecosystem, but support responsiveness can vary.

Pricing and ROI: Devo is seen as offering good value for money with its transparent pricing model. AWS Security Hub's pricing is higher but justified by its extensive feature set and integration capabilities.

To learn more, read our detailed Cloud Security Posture Management (CSPM) Report (Updated: October 2026).

Buyer's Guide

Cloud Security Posture Management (CSPM)

October 2026

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Review summaries and opinions

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

Categories and Ranking

Qualys TotalCloud

Mindshare comparison

Cloud Security Posture Management (CSPM) Mindshare Distribution
Product	Mindshare (%)
AWS Security Hub	2.5%
Wiz	10.3%
Prisma Cloud by Palo Alto Networks	7.5%
Other	79.7%

Cloud Security Posture Management (CSPM)

Log Management Mindshare Distribution
Product	Mindshare (%)
Devo	1.4%
Splunk Enterprise Security	7.3%
IBM Security QRadar	4.6%
Other	86.7%

Log Management

Featured Reviews

reviewer2859021

Sr Security Engineer at a tech vendor with 5,001-10,000 employees

Risk-based triage has transformed container security and now prioritizes high-impact threats

The best features Qualys TotalCloud offers currently include managing cloud infrastructure and container security while facing major challenges such as alert fatigue. Traditional vulnerability scanners flag hundreds of CVEs on short-lived Kubernetes containers, some of which have no internet exposure or are gone before we can even triage them. I leverage Qualys TotalCloud to move beyond static CVSS. I use it to implement runtime exposure, correlation risk reprioritization, and shift-left integration. This notifies developers to fix a base image upstream rather than patching live ephemeral instances. In my work with cloud and container security, the biggest operational hurdle was alert fatigue. I use Qualys to shift left from static CVSS severity to context-aware risk prioritization. I correlated raw vulnerability data with real-time risk factors such as public network exposure, active runtime execution, or overly permissive IAM roles. This allows us to immediately drop the priority of isolated containers and escalate lower-severity CVEs that sit on an exposed, high-risk path. We can map these findings directly back to our CI/CD pipelines so developers can patch the root base images upstream. We have drastically cut down the signal-to-noise ratio, saved a lot of manual hours doing triage work, and ensured engineering effort goes directly towards high-impact risk reduction.

Read full review

Misbah Mohammed Kollathodi

Engineering Technical Leader Sre (Cloud/Kubernetes Security) at Cisco

Centralized compliance monitoring has strengthened our cloud security posture and daily governance

AWS Security Hub is something which I basically use to see how much your infrastructure is compliant. It is basically what we call a CSPM, which is a cloud security posture management tool. You can automate the best practices and continue with security best practices; it will give you your misconfigurations and aggregate all your tickets in one place. The best thing about AWS Security Hub is that it is a single point of place where you can get all your misconfigurations without having to go to each service and check. For example, if your business deals with any compliance like PCI DSS or FSBP and ISD, you can check how much your infrastructure is compliant with these standards. Each standard has several security controls, and AWS Security Hub checks these security controls and tells us what percentage your application and infrastructure is compliant with these standards. It also has integration with GuardDuty, Inspector, and other AWS services. In that aspect, it provides a lot of findings. It also supports some third-party product sources. I believe it will reduce your effort to correct those findings and can automate the security tests, consolidate the view of findings across accounts and providers. You can also apply remediation for these findings and automate that; for example, if somebody opens the security group, you can use tools such as Amazon Inspector to close this port when this finding comes. So I would say it is a good tool for cloud security, cloud security posture management, compliance management, and all these things. If you are dealing with sensitive data, it is very critical. A lot of people are using AWS Security Hub today in our company, maybe in every account we have. It is a must for cloud security. I believe bigger organizations use that, so it is a need for our security strategy.

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Usama Khan

Team Lead Soc at a tech services company with 51-200 employees

Advanced threat hunting has improved SOC visibility and now supports faster incident response

Devo can improve in how its connectors enhance integration with third-party tools. Devo's architecture works by having you deploy a relay server in the data center of the client side and Devo SIEM is basically on the AWS cloud. There are specific ports which are enabled on the relay server, which are 514 and 13000, 13151, 152. However, when we talk about databases and custom integrations, there are not default ports in the relay server. No default ports are defined. For JDBC drivers, the port number is 1433, but it is not in the relay server. You have to add it manually. For Oracle RDBMS, the port is 1521, and it is also not there by default. I would appreciate more third-party integrations including Fortinet and others. Machine learning models can also be improved. Playbooks in the SOAR can also be improved. Regarding playbooks for automation, we utilize playbooks for automation in SOAR for automated IOC blocking on a firewall, on a web application firewall, on DNS security, etc. The only option for us to run the playbook is to schedule the job for it. However, if I want to manually run the playbook, there is no option for doing so. This needs improvement.

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Quotes from Members

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

Pros

"I rate the breadth of FlexScan in providing visibility into on-premises, multicloud, and container environments as fantastic."

"Generally, Qualys is very good at detections, whether on cloud or on-prem, and the agent allows deployment on both infrastructures, providing continuous monitoring of your assets, which is a key selling point for us."

"TotalCloud provides the easiest and the best approach for cloud infrastructure management."

"Qualys TotalCloud fulfills all these needs."

"Multi-cloud visibility saves time and makes things easier, as we can also have comparability to see what configuration differences have been made from cloud to cloud."

"Qualys TotalCloud has improved our security posture."

"If I had to say something positive about the product that brings me the biggest benefit, I would say it has accurate reports, gets new update CVEs, zero-day attack detection, and is easy to manage with its GUI."

"I would recommend Qualys TotalCloud to other users because it is cost-efficient and has a good return on investment."

More Qualys TotalCloud pros

"The solution shows us our compliance score."

"The most valuable feature of the solution stems from the fact that it is easy to manage...It is a scalable solution."

"The most beneficial aspect of Security Hub is its proactive capability, allowing us to identify potential security issues before they escalate."

"If someone asks your team how vulnerable or compliant you are with your infrastructure, you can show findings from AWS Security Hub that demonstrate a ninety-plus percentage compliance rate."

"Easily integrates with third-party tools"

"AWS Security Hub can check your infrastructure against multiple compliance frameworks. You can turn on or off specific frameworks based on your needs."

"Currently, our organization utilizes AWS for various purposes, including SaaS (Software as a Service), PaaS (Platform as a Service), and hosting applications in the cloud. We develop our applications and use AWS services as a platform for basic functions and secondary development needs. Additionally, we rely on PaaS for accounting services. Approximately, 50% of our applications are hosted in the cloud environment, making it a significant part of our current setup."

"Though I'm still in the initial evaluation phase for AWS Security Hub, I would recommend it to others because it has good features."

More AWS Security Hub pros

"The strength of Devo is not only in that it is pretty intuitive, but it gives you the flexibility and creativity to merge feeds. The prime examples would be using the synthesis or union tables that give you phenomenal capabilities... The ability to use a synthesis or union table to combine all those feeds and make heads or tails of what's going on, and link it to go down a thread, is functionality that I hadn't seen before."

"It's a core tool for us in looking at logs, because logs are the starting point in any investigation, so leveraging Devo from start to finish in any investigation is basically what we do."

"Having one integrated tool helped us by removing the multiple teams, multiple pieces of equipment, and multiple software solutions from the equation."

"Those 400 days of hot data mean that people can look for trends and at what happened in the past. And they can not only do so from a security point of view, but even for operational use cases. In the past, our operational norm was to keep live data for only 30 days. Our users were constantly asking us for at least 90 days, and we really couldn't even do that. That's one reason that having 400 days of live data is pretty huge. As our users start to use it and adopt this system, we expect people to be able to do those long-term analytics."

"When we show the people who are in charge of getting funding that we saved this number of man-hours, which correlates to this number of dollars, they're more willing to fight to get that funding for the next fiscal year."

"Devo saves us hours in every investigation."

"It is a joy to partner and be able to work with this kind of system."

"The most useful feature for us, because of some of the issues we had previously, was the simplicity of log integrations. It's much easier with this platform to integrate log sources that might not have standard logging and things like that."

More Devo pros

Cons

"The cloud licensing unit system is unclear, especially since "units" aren't well-defined."

"The cost of Qualys TotalCloud is high and could be more competitive."

"Qualys TotalCloud has the potential to improve by integrating a hybrid platform for comprehensive management of both on-premises and cloud infrastructures."

"TotalCloud could improve its scanning of niche devices like Wi-Fi dongles and USB modems because they are often untested. It covers everything else, like laptops, mobile devices, and Bluetooth IoT devices. They can improve on the small IoT devices because hackers and testers use these."

"In terms of improvement, remediation still belongs to the cloud team, which is one of the issues we faced with Qualys TotalCloud."

"I think Qualys TotalCloud needs to improve its handling of zero-day vulnerabilities and supply chain management because modern ransomware attacks not only target prime critical infrastructures but also the supply chain system."

"The price is very expensive, actually."

"Qualys TotalCloud's increasing complexity, due to the development and deployment of multiple solutions, is making the GUI difficult to navigate."

More Qualys TotalCloud cons

"Shortening the response time for support tickets, particularly in production issues, could make the service more efficient."

"However, the sheer number of services can be overwhelming when implementing something new."

"AWS Security Hub should improve the time it takes to update. It takes a long period of time when updating. It can take 24 hours sometimes to update. Additionally, when integrating this solution with more security tools, takes time."

"It's not user-friendly. Too much going on, too many unnecessary findings, not very visual. You can't do much compared to other similar tools that are cheaper and better."

"We need more granular-level customizations to enable or disable the rules in AWS Security Hub."

"The solution will only give you insight if you have configure rule enabled. It should work more like Prisma Cloud and Dome9 which have a better approach."

"Although AWS Security Hub does a periodic scan of your overall infrastructure, it doesn't do it in real time."

"I would like a more fine-grained capability for creating custom rules and a more user-friendly experience programmatically in writing queries and configuring custom security rules, making it quicker and easier."

More AWS Security Hub cons

"I have not observed a return on investment with Devo in terms of fewer employees needed, money saved, or time saved."

"Technical support needs to be more direct. For example, when we submit a ticket, the support team will delegate a task to the operations team, for example, or various other teams."

"However, the incident and threat detection is not what we had hoped for."

"Some of the documentation could be improved a little bit. A lot of times it doesn't go as deep into some of the critical issues you might run into. They've been really good to shore us up with support, but some of the documentation could be a little bit better."

"We only use the core functionality and one of the reasons for this is that their security operation center needs improvement."

"Their documentation could be better. They are growing quickly and need to have someone focused on tech writing to ensure that all the different updates, how to use them, and all the new features and functionality are properly documented."

"Technical support could be better."

"There's always room to reduce the learning curve over how to deal with events and machine data. They could make the machine data simpler."

More Devo cons

Pricing and Cost Advice

"Although Qualys TotalCloud is relatively expensive due to its unique automation features, its cost-effectiveness is rated an eight out of ten, with ten being the most costly."

"The pricing for TotalCloud is attractive and competitive in the market. Given the features, especially the dashboard, I have no concerns regarding pricing."

"While Qualys TotalCloud's pricing is currently acceptable, it is becoming increasingly expensive and may soon be considered overpriced."

"Qualys TotalCloud offers good pricing that is affordable and competitive with the market. Our partnership also provides us with additional benefits."

"TotalCloud's price is about right where I would expect it to be."

"As a middle management member, I do not have direct pricing knowledge, but based on the knowledge from our meetings, its pricing is competitive."

"Qualys TotalCloud is cost-efficient and was selected for its value compared to other products."

"Its price seems higher compared to other tools, but it is worth it. If they could adjust the pricing and make it comparable with other tools, that would be great."

More Qualys TotalCloud pricing and cost advice

"AWS Security Hub's pricing is pretty reasonable."

"The price of AWS Security Hub is average compared to other solutions."

"AWS Security Hub is not an expensive tool. I would consider it to be a cheap solution. AWS Security Hub follows the PAYG pricing model, meaning you will have to pay for whatever you use."

"The cost is based on the number of compliances, core checks, and services required, and for more than 10,000 recommendations, the charge is just one dollar."

"The price of the solution is not very competitive but it is reasonable."

"The pricing is fine. It is not an expensive tool."

"There are multiple subscription models, like yearly, monthly, and packaged."

"Security Hub is not an expensive solution."

"Pricing is based on the number of gigabytes of ingestion by volume, and it's on a 30-day average. If you go over one day, that's not a big deal as long as the average is what you expected it to be."

"Our licensing fees are billed annually and per terabyte."

"Be cautious of metadata inclusion for log types in pricing, as there are some "gotchas" with that."

"We have an OEM agreement with Devo. It is very similar to the standard licensing agreement because we are charged in the same way as any other customer, e.g., we use the backroom."

"[Devo was] in the ballpark with at least a couple of the other front-runners that we were looking at. Devo is a good value and, given the quality of the product, I would expect to pay more."

"It's a per gigabyte cost for ingestion of data. For every gigabyte that you ingest, it's whatever you negotiated your price for. Compared to other contracts that we've had for cloud providers, it's significantly less."

"The way Devo prices things is based on the amount of data, and I wish the tiers had more granularity. Maybe at this point they do, but when we first negotiated with them, there were only three or four tiers."

"It's very competitive. That was also a primary draw for us. Some of the licensing models with solutions like Splunk and Sentinel were attractive upfront, but there were so many micro-charges and services we would've had to add on to make them what we wanted. We had to include things like SOAR and extended capabilities, whereas all those capabilities are completely included with the Devo platform. I haven't seen any additional fee."

More Devo pricing and cost advice

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Comparison Review

it_user186927

Director of Operations at a comms service provider with 10,001+ employees

Feb 16, 2015

Cybereason vs. Interset vs. SQRRL

Capture DB - they all use NoSQL db and hence solve the ad hoc query and 'go back in time' problem with current best of breed SIEM and DLP solutions that rely on real time analysis of incoming logs (and don't store them). This means deeper and quicker iterative threat analysis and assessment…

Read full review

Top Industries

By visitors reading reviews

Comms Service Provider

18%

Outsourcing Company

11%

Manufacturing Company

11%

Financial Services Firm

10%

Financial Services Firm

11%

Manufacturing Company

11%

Comms Service Provider

Computer Software Company

Financial Services Firm

16%

Outsourcing Company

11%

Construction Company

10%

Manufacturing Company

10%

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	16
Midsize Enterprise	11
Large Enterprise	38

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	5
Large Enterprise	14

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	6
Large Enterprise	15

Questions from the Community

What is your experience regarding pricing and costs for Qualys TotalCloud?

We purchased Qualys TotalCloud for GCP and Azure as well. It is comparatively better than others regarding pricing. T...

See all answers

What needs improvement with Qualys TotalCloud?

I am unsure about how Qualys TotalCloud can be improved. I do not have anything else to add about the needed improvem...

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What is your primary use case for Qualys TotalCloud?

My main use case for Qualys TotalCloud is telemetry, although I am unsure about the specifics. A quick specific examp...

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Which is better - Azure Sentinel or AWS Security Hub?

We like that Azure Sentinel does not require as much maintenance as legacy SIEMs that are on-premises. Azure Sentinel...

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What needs improvement with AWS Security Hub?

I do not see any areas for improvement in AWS Security Hub itself, but the cost factor is something that is the main ...

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What is your primary use case for AWS Security Hub?

AWS Security Hub is something I have used daily as it is a part of my job for cloud security purposes. If you are dea...

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What is your experience regarding pricing and costs for Devo?

The price is considered okay.

See all answers

What needs improvement with Devo?

In terms of improvements, I think Devo falls short with their support model, as they rely mainly on their support tea...

See all answers

What is your primary use case for Devo?

Devo is the bank's centralized log management platform that my team and I rely on the most. For centralized log manag...

See all answers

Comparisons

Wiz vs Qualys TotalCloud

Compared 11% of the time

Microsoft Defender for Cloud vs Qualys TotalCloud

Compared 7% of the time

JupiterOne vs Qualys TotalCloud

Compared 6% of the time

Orca Security vs Qualys TotalCloud

Compared 6% of the time

Nucleus Security vs Qualys TotalCloud

Compared 4% of the time

More Qualys TotalCloud Competitors

Microsoft Sentinel vs AWS Security Hub

Compared 31% of the time

Prisma Cloud by Palo Alto Networks vs AWS Security Hub

Compared 5% of the time

Microsoft Defender for Cloud vs AWS Security Hub

Compared 4% of the time

Check Point Cloud Firewall (formerly CloudGuard Network Security) vs AWS Security Hub

Compared 4% of the time

Datadog vs AWS Security Hub

Compared 2% of the time

More AWS Security Hub Competitors

Splunk Enterprise Security vs Devo

Compared 7% of the time

LogRhythm SIEM vs Devo

Compared 6% of the time

New Relic vs Devo

Compared 4% of the time

Datadog vs Devo

Compared 3% of the time

Palantir Foundry vs Devo

Compared 2% of the time

More Devo Competitors

Product Reports

Buyer's Guide

Qualys TotalCloud

October 2026

Download Qualys TotalCloud product report

Buyer's Guide

AWS Security Hub

October 2026

Download AWS Security Hub product report

Buyer's Guide

Devo

October 2026

Download Devo product report

Also Known As

Qualys TotalCloud with FlexScan

SQRRL

No data available

Overview

Qualys TotalCloud enhances security posture across cloud environments with continuous monitoring, vulnerability management, and risk visualization, ensuring efficient threat assessment and automated remediation for improved cyber risk reduction.

Qualys TotalCloud offers a robust suite of security tools essential for organizations managing multi-cloud infrastructures. By integrating cloud accounts and automating workflows, it supports AWS, Azure, and GCP, offering comprehensive vulnerability management and zero-day detection. The platform's user-friendly design, combined with its extensive risk management and unified threat assessment capabilities, enables organizations to prioritize and remediate vulnerabilities effectively. TruRisk Insights provides clear insights on cyber risks, while the automation options streamline patch management and scanning processes. API integration across IaaS and SaaS environments further enhances resource allocation efficiency and saves time, addressing misconfigurations across cloud environments.

What are the most important features of Qualys TotalCloud?

Accurate Vulnerability Reports: Delivers precise and actionable insights for risk mitigation.
Zero-Day Detection: Identifies and addresses zero-day vulnerabilities proactively.
Unified Threat Assessment: Offers comprehensive evaluation of threats across the environment.
Extensive Risk Management: Manages risks effectively with advanced insights and prioritization.
Continuous Monitoring: Provides non-stop surveillance for vulnerabilities and threats.
Cloud-Native Automation: Streamlines processes and reduces manual efforts using automation.
FlexScan for Internet-Facing VMs: Scans external VMs efficiently to detect vulnerabilities.
Dashboard Risk Visualization: Clear visualization helps prioritize vulnerabilities.

What benefits and ROI should users look for?

Improved Security Posture: Enhances threat detection and response across clouds.
Time Savings: Automation reduces time spent on manual vulnerability management.
Resource Efficiency: Better allocation of resources through streamlined workflows.
Enhanced Risk Prioritization: Focus on critical vulnerabilities for effective mitigation.
Integrated Cloud Accounts: Facilitates seamless cloud management and security.

Qualys TotalCloud is deployed in sectors needing rigorous vulnerability management, such as finance and healthcare. Companies utilize it to secure multi-cloud environments like AWS, Azure, and GCP, focus on compliance, and integrate security into CI/CD pipelines to detect and remedy threats pre-deployment.

Qualys

AWS Security Hub provides multi-account management and compliance checks alongside integrations with AWS services and third-party tools. It centralizes vulnerability tracking and risk prioritization, delivering real-time alerts for proactive security management.

AWS Security Hub enhances cloud security management through a centralized dashboard that monitors infrastructure resources and compliance scores, ensuring adherence to AWS standards. With integrations for vulnerability detection and security posture management, users can streamline security operations. While the platform offers notable benefits, areas for improvement include customization options for findings suppression and integration with multi-cloud environments.

What are the key features of AWS Security Hub?

Multi-Account Management: Seamlessly manage security across numerous accounts.
Compliance Checks: Stay aligned with standards such as PCI through automated reviews.
AWS Integrations: Connect effortlessly with AWS and third-party services to enhance security posture.
Real-Time Alerts: Quickly respond to potential threats with immediate notifications.
Risk Prioritization: Focus on critical vulnerabilities to enhance resource allocation.

What benefits should users expect from using AWS Security Hub?

Proactive Security: Early threat detection enables quicker mitigation strategies.
Cloud-Native Functionality: Utilize tools tailored for cloud environments.
Compliance Insights: Simplified compliance management provides transparency.
Ease of Use: Streamlined interface facilitates efficient security management.

Industries implementing AWS Security Hub leverage its capabilities for comprehensive security across multiple accounts and regions. Health, finance, and retail sectors benefit by automating compliance checks and monitoring security infrastructures. This service aids in identifying misconfigurations, tracking alerts, and ensuring infrastructure integrity during cyber incidents.

Amazon Web Services (AWS)

Devo offers powerful visual analytics, real-time data querying, and log integration capabilities within a cloud-native, multi-tenant architecture, supporting extended data retention ideal for long-term analysis and compliance.

Devo is recognized for its Activeboards, which facilitate visual analytics. High-speed search capabilities and real-time analytics enable efficient data manipulation and querying. Its multi-tenant architecture supports effective data segregation and customization tailored to distinct business needs, enhancing its value for handling complex log integrations. With extended data retention of 400 days and a cloud-native architecture, Devo is a robust platform for long-term analysis and compliance requirements. Though opportunities exist to improve browser stability on large searches, SOAR integrations, and its parser capabilities, Devo remains essential for incident response and security monitoring, offering centralized data storage and analysis.

What are Devo's most important features?

Activeboards: Facilitate visual analytics and data exploration.
High-Speed Search: Enables fast data querying and manipulation.
Real-Time Analytics: Supports instant insights and decision-making.
Multi-Tenant Architecture: Allows effective data segregation and customization.
Extended Data Retention: Offers 400-day log retention for compliance and analysis.
Complex Log Integration: Handles intricate data sources effortlessly.

What benefits and ROI should organizations look for in reviews?

Visual Insights: Enhance understanding through interactive dashboards.
Performance Efficiency: Saves time with high-speed data search and real-time results.
Customization Flexibility: Fits specific business requirements with multi-tenant architecture.
Long-Term Compliance: Ensures alignment with extended data retention needs.
Centralized Monitoring: Enables comprehensive incident response and security monitoring.

Devo is extensively used in industries focused on incident response and digital forensics, centralizing data for security monitoring across hybrid environments. Organizations benefit from its ability to store and analyze aggregated logs, creating alerts and dashboards to enhance visibility for network and endpoint activities in multi-domain settings.

Devo

Sample Customers

Information Not Available

Edmunds, Frame.io, GoDaddy, Realtor.com

United States Air Force, Rubrik, SentinelOne, Critical Start, NHL, Panda Security, Telefonica, CaixaBank, OpenText, IGT, OneMain Financial, SurveyMonkey, FanDuel, H&R Block, Ulta Beauty, Manulife, Moneylion, Chime Bank, Magna International, American Express Global Business Travel

Buyer's Guide

Cloud Security Posture Management (CSPM)

October 2026

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Find out what your peers are saying about Wiz, SentinelOne, Microsoft and others in Cloud Security Posture Management (CSPM). Updated: October 2026.

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