• Home
  • Cyber Crime
  • Cyber warfare
  • APT
  • Data Breach
  • Deep Web
  • Digital ID
  • Hacking
  • Hacktivism
  • Intelligence
  • Internet of Things
  • Laws and regulations
  • Malware
  • Mobile
  • Reports
  • Security
  • Social Networks
  • Terrorism
  • ICS-SCADA
  • POLICIES
  • Contact me
MUST READ

Qilin ransomware claimed responsibility for the attack on the beer giant Asahi

 | 

DragonForce, LockBit, and Qilin, a new triad aims to dominate the ransomware landscape

 | 

DraftKings thwarts credential stuffing attack, but urges password reset and MFA

 | 

Redis patches 13-Year-Old Lua flaw enabling Remote Code Execution

 | 

U.S. CISA adds Synacor Zimbra Collaboration Suite (ZCS) flaw to its Known Exploited Vulnerabilities catalog

 | 

GoAnywhere MFT zero-day used by Storm-1175 in Medusa ransomware campaigns

 | 

CrowdStrike ties Oracle EBS RCE (CVE-2025-61882) to Cl0p attacks began Aug 9, 2025

 | 

Discord discloses third-party breach affecting customer support data

 | 

Oracle patches critical E-Business Suite flaw exploited by Cl0p hackers

 | 

LinkedIn sues ProAPIs for $15K/Month LinkedIn data scraping scheme

 | 

Zimbra users targeted in zero-day exploit using iCalendar attachments

 | 

Reading the ENISA Threat Landscape 2025 report

 | 

Ghost in the Cloud: Weaponizing AWS X-Ray for Command & Control

 | 

SECURITY AFFAIRS MALWARE NEWSLETTER ROUND 65

 | 

Security Affairs newsletter Round 544 by Pierluigi Paganini – INTERNATIONAL EDITION

 | 

GreyNoise detects 500% surge in scans targeting Palo Alto Networks portals

 | 

U.S. CISA adds Smartbedded Meteobridge, Samsung, Juniper ScreenOS, Jenkins, and GNU Bash flaws to its Known Exploited Vulnerabilities catalog

 | 

ShinyHunters Launches Data Leak Site: Trinity of Chaos Announces New Ransomware Victims

 | 

ProSpy, ToSpy malware pose as Signal and ToTok to steal data in UAE

 | 

Google warns of Cl0p extortion campaign against Oracle E-Business users

 | 
  • Home
  • Cyber Crime
  • Cyber warfare
  • APT
  • Data Breach
  • Deep Web
  • Digital ID
  • Hacking
  • Hacktivism
  • Intelligence
  • Internet of Things
  • Laws and regulations
  • Malware
  • Mobile
  • Reports
  • Security
  • Social Networks
  • Terrorism
  • ICS-SCADA
  • POLICIES
  • Contact me
  • Home
  • Breaking News
  • Security
  • Burnout in SOCs: How AI Can Help Analysts Focus on High-Value Tasks

Burnout in SOCs: How AI Can Help Analysts Focus on High-Value Tasks

Pierluigi Paganini December 05, 2024

SOC analysts, vital to cybersecurity, face burnout due to exhausting workloads, risking their well-being and the effectiveness of organizational defenses.

Security Operations Center (SOC) analyst burnout is a very real problem. These are some of the most important cybersecurity professionals out there, and many of them are being worked to exhaustion. Amidst an already overstretched cybersecurity workforce—ISC2 estimated in 2023 that there was a 4 million gap between supply and demand—it’s enormously important that we address this problem.

But it doesn’t have to be this way. Recent advances in artificial intelligence (AI) technology offer unprecedented opportunities for organizations to reduce the burden on struggling SOC analysts so they can focus on more strategic tasks, their mental health, and their overall well-being.

The Reality of SOC Burnout

SOC analysts have it rough. Research published in Dark Reading in 2022 revealed that 70% experience burnout, and 65% said they were likely to change jobs in the next year. Whether they did or not, we’ll probably never know. What we do know, however, is that effective cybersecurity relies on these analysts being happy and healthy. And right now, they’re not.

To understand how AI can reduce SOC burnout, we must first understand the factors that contribute to it. The two key problems are:

Alert Overload

Modern security environments generate an extraordinary number of alerts. Many of these alerts are false positives or low priority. The problem is that many SOCs attempt to detect every single potential threat – an approach that is neither sustainable nor possible. As such, analysts are hit with a deluge of low-quality alerts, increasing the risk of missing genuine threats.

Mundane Work

Working in a SOC that lacks AI capabilities can be extremely dull. Much of the work involves repetitive, low-value tasks like investigating alerts. Gathering information from the huge number of sources inherent in modern IT environments is laborious, mundane, and mentally exhausting.

For instance, a simple suspicious login alert might require an analyst to check user activity logs, verify access patterns, and cross-reference data across various security platforms. Moreover, when analysts have to complete these tasks, they have little time for more meaningful work like threat hunting or strategic planning.

How AI Can Reduce Burnout

In short, AI can help SOCs overcome the problems listed above. They do this by:

Filtering and Prioritizing Alerts

AI can reduce alert fatigue and analyst burnout by filtering and prioritizing alerts. Modern AI technologies can analyze huge amounts of data and identify patterns in that data in the blink of an eye. This capability is enormously helpful for identifying genuine threats while weeding out false positives or low-priority alerts. This helps ensure that analysts are only alerted to high-priority issues, allowing them to focus on genuine threats rather than sifting through endless notifications.

Additionally, AI-driven alert tuning systems can help refine alerts based on an organization’s unique risk profile, reducing unnecessary noise. As a result, analysts can spend their time on alerts that truly matter, which not only reduces their workload but also increases their effectiveness in identifying and responding to real threats.

Automating Repetitive Tasks

AI can also automate many of the tasks that make being a SOC analyst so mind-numbing, including data collection, cross-referencing information, and running queries. For example, an AI system can automatically collect user activity data, correlate it with known threat indicators, and present analysts with a consolidated report. This saves analysts from switching between multiple tools and manually piecing together information, giving them more time to engage in higher-level, more rewarding tasks.

By handling routine work, AI allows analysts to focus on tasks that require human intuition and critical thinking. This shift reduces the mental drain associated with repetitive work and enables SOC teams to maximize their impact with existing resources.

Natural Language Processing

Natural language processing (NLP) is an often-overlooked AI capability that can provide enormous value to SOC analysts. Communicating with other departments and stakeholders is a big part of working in a SOC, but this can be extremely frustrating when those audiences fail to understand technical language or complex security findings.

NLP tools like ChatGPT and Google Gemini can generate clear, concise summaries or even draft emails based on security findings, meaning analysts don’t have to. Some SOCs also use NLP-powered chatbots to answer frequently asked questions or provide instant feedback to non-technical teams, allowing analysts to focus on core tasks without interruption.

SOC Burnout: The Future is Bright

The lesson here is that while SOC burnout might be a huge issue now, it won’t always be. With the intelligent use of AI, organizations can vastly improve the working lives of their SOC analysts. We can only hope that they do.

About the author: Josh is a Content writer at Bora. He graduated with a degree in Journalism in 2021 and has a background in cybersecurity PR. He’s written on a wide range of topics, from AI to Zero Trust, and is particularly interested in the impacts of cybersecurity on the wider economy.

Follow me on Twitter: @securityaffairs and Facebook and Mastodon

Pierluigi Paganini

(SecurityAffairs – hacking, SOC Burnout)


facebook linkedin twitter

information security news IT Information Security Pierluigi Paganini Security Affairs Security News SOC SOC Burnout

you might also like

Pierluigi Paganini October 08, 2025
Qilin ransomware claimed responsibility for the attack on the beer giant Asahi
Read more
Pierluigi Paganini October 08, 2025
DragonForce, LockBit, and Qilin, a new triad aims to dominate the ransomware landscape
Read more

leave a comment

newsletter

Subscribe to my email list and stay
up-to-date!

    recent articles

    Qilin ransomware claimed responsibility for the attack on the beer giant Asahi

    Cyber Crime / October 08, 2025

    DragonForce, LockBit, and Qilin, a new triad aims to dominate the ransomware landscape

    Cyber Crime / October 08, 2025

    DraftKings thwarts credential stuffing attack, but urges password reset and MFA

    Security / October 08, 2025

    Redis patches 13-Year-Old Lua flaw enabling Remote Code Execution

    Security / October 08, 2025

    U.S. CISA adds Synacor Zimbra Collaboration Suite (ZCS) flaw to its Known Exploited Vulnerabilities catalog

    Hacking / October 07, 2025

    To contact me write an email to:

    Pierluigi Paganini :
    pierluigi.paganini@securityaffairs.co

    LEARN MORE

    QUICK LINKS

    • Home
    • Cyber Crime
    • Cyber warfare
    • APT
    • Data Breach
    • Deep Web
    • Digital ID
    • Hacking
    • Hacktivism
    • Intelligence
    • Internet of Things
    • Laws and regulations
    • Malware
    • Mobile
    • Reports
    • Security
    • Social Networks
    • Terrorism
    • ICS-SCADA
    • POLICIES
    • Contact me

    Copyright@securityaffairs 2024

    We use cookies on our website to give you the most relevant experience by remembering your preferences and repeat visits. By clicking “Accept All”, you consent to the use of ALL the cookies. However, you may visit "Cookie Settings" to provide a controlled consent.
    Cookie SettingsAccept All
    Manage consent

    Privacy Overview

    This website uses cookies to improve your experience while you navigate through the website. Out of these cookies, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities...
    Necessary
    Always Enabled
    Necessary cookies are absolutely essential for the website to function properly. This category only includes cookies that ensures basic functionalities and security features of the website. These cookies do not store any personal information.
    Non-necessary
    Any cookies that may not be particularly necessary for the website to function and is used specifically to collect user personal data via analytics, ads, other embedded contents are termed as non-necessary cookies. It is mandatory to procure user consent prior to running these cookies on your website.
    SAVE & ACCEPT