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If you're evaluating AI-powered SOC platforms, you've likely seen bold claims: faster triage, smarter remediation, and less noise. But under the hood, not all AI is created equal. Many solutions rely on pre-trained AI models that are hardwired for a handful of specific use cases. While that might work for yesterday's SOC, today's reality is different. Modern security operations teams face a sprawling and ever-changing landscape of alerts. From cloud to endpoint, identity to OT, insider threats to phishing, network to DLP, and so many more, the list goes on and is continuously growing. CISOs and SOC managers are rightly skeptical. Can this AI actually handle all of my alerts, or is it just another rules engine in disguise? In this post, we'll examine the divide between two types of AI SOC platforms. Those built on adaptive AI, which learns to triage and respond to any alert type, and those that rely on pre-trained AI, limited to handling predefined use cases only. Understanding t...

Organizations today face relentless cyber attacks, with high-profile breaches hitting the headlines almost daily. Reflecting on a long journey in the security field, it's clear this isn't just a human problem—it's a math problem. There are simply too many threats and security tasks for any SOC to manually handle in a reasonable timeframe. Yet, there is a solution. Many refer to it as SOC 3.0—an AI-augmented environment that finally lets analysts do more with less and shifts security operations from a reactive posture to a proactive force. The transformative power of SOC 3.0 will be detailed later in this article, showcasing how artificial intelligence can dramatically reduce workload and risk, delivering world-class security operations that every CISO dreams of. However, to appreciate this leap forward, it's important to understand how the SOC evolved over time and why the steps leading up to 3.0 set the stage for a new era of security operations. A brief history of the SOC For deca...

Scaling the SOC with AI - Why now?  Security Operations Centers (SOCs) are under unprecedented pressure. According to SACR's AI-SOC Market Landscape 2025 , the average organization now faces around 960 alerts per day , while large enterprises manage more than 3,000 alerts daily from an average of 28 different tools . Nearly 40% of those alerts go uninvestigated , and 61% of security teams admit to overlooking alerts that later proved critical. The takeaway is clear: the traditional SOC model can't keep up. AI has now moved from experimentation to execution inside the SOC. 88% of organizations that don't yet run an AI-driven SOC plan to evaluate or deploy one within the next year. But as more vendors promote "AI-powered SOC automation," the challenge for security leaders has shifted from awareness to evaluation. The key question is no longer whether AI belongs in the SOC, but how to measure its real impact and select a platform that delivers value without introducing signi...

Let's be honest: if you're one of the first (or the first) security hires at a small or midsize business, chances are you're also the unofficial CISO, SOC, IT Help Desk, and whatever additional roles need filling. You're not running a security department. You are THE security department. You're getting pinged about RFPs in one area, and reviewing phishing alerts in another, all while sifting through endless FP alerts across the board. The tools meant to help are often creating more work than they solve. Security teams end up choosing between letting things slip or becoming the "Department of No." Chances are you inherited your company's Google Workspace. Thankfully, Google handles the infrastructure, the uptime, and the spam filtering. But while Google takes care of a lot, it doesn't cover everything, and it can be difficult for security teams to operationalize all of Google's underlying capabilities without significant engineering work. It's your job to se...

Highlights Complex Tool Landscape : Explore the wide array of cybersecurity tools used by MSPs, highlighting the common challenge of managing multiple systems that may overlap in functionality but lack integration. Top Cybersecurity Challenges : Discuss the main challenges MSPs face, including integration issues, limited visibility across systems, and the high cost and complexity of maintaining diverse tools. Effective Solutions and Strategies : Introduce strategic approaches and solutions, such as consolidating tools into unified platforms to enhance efficiency, reduce costs, and improve overall cybersecurity management. As MSPs continue to be the backbone of IT security for numerous businesses, the array of tools at their disposal has grown exponentially. However, this abundance of options isn't without its drawbacks. The challenge isn't just in choosing the right tools but in efficiently integrating and managing them to ensure seamless security coverage and operational efficiency...

The job of a SOC analyst has never been easy. Faced with an overwhelming flood of daily alerts, analysts (and sometimes IT teams who are doubling as SecOps) must try and triage thousands of security alerts—often false positives—just to identify a handful of real threats. This relentless, 24/7 work leads to alert fatigue, desensitization, and increased risk of missing critical security incidents. Studies show that 70% of SOC analysts experience severe stress, and 65% consider leaving their jobs within a year . This makes retention a major challenge for security teams, especially in light of the existing shortage of skilled security analysts . On the operational side, analysts spend more time on repetitive, manual tasks like investigating alerts, and resolving and documenting incidents than they do on proactive security measures. Security teams struggle with configuring and maintaining SOAR playbooks as the cyber landscape rapidly changes. To top this all off, tool overload and siloed ...

Introduction In many ways, the software supply chain is similar to that of manufactured goods, which we all know has been largely impacted by a global pandemic and shortages of raw materials.  However, in the IT world, it is not shortages or pandemics that have been the main obstacles to overcome in recent years, but rather attacks aimed at using them to harm hundreds or even thousands of victims simultaneously. If you've heard of a cyber attack between 2020 and today, it's likely that the software supply chain played a role.  When we talk about an attack on the software supply chain, we are actually referring to two successive attacks: one that targets a supplier, and one that targets one or more downstream users in the chain, using the first as a vehicle. In this article, we will dive into the mechanisms and risks of the software supply chain by looking at a typical vulnerability of the modern development cycle: the presence of personal identifying information, or "...

Over the past few years, Google has increasingly improved the online security and protections of its Gmail users. Besides two-factor authentication and HTTPS, Google has added new tools and features to Gmail that ensures users security and privacy, preventing cyber criminals and intelligence agencies to hack email accounts . 1. Enhanced State-Sponsored Attack Warnings Apple vs. FBI case urged every company to beef up the security parameters to prevent their services from not just hackers but also the law enforcement. Google for a while now has the capability to identify government-backed hackers , and notify potentially affected Gmail users so they can take action as soon as possible. Google recently announced on its blog post that it will alert Gmail users about the possibility of any state-sponsored attack by showing them a full-page warning with instructions about how to stay safe — very hard to miss or neglect. Meanwhile, the company revealed that ove...

Google on Thursday announced it's rolling out new artificial intelligence (AI)-powered countermeasures to combat scams across Chrome, Search, and Android. The tech giant said it will begin using Gemini Nano , its on-device large language model (LLM), to improve Safe Browsing in Chrome 137 on desktops. "The on-device approach provides instant insight on risky websites and allows us to offer protection, even against scams that haven't been seen before. Gemini Nano's LLM is perfect for this use because of its ability to distill the varied, complex nature of websites, helping us adapt to new scam tactics more quickly," the company said . Google noted that it's already using this AI-driven approach to tackle remote tech support scams, which often seek to trick users into parting with their personal or financial information under the pretext of a non-existent computer problem. This works by evaluating the web pages using the LLM for potential signals that are...

⚠️ Imagine this: the very tools you trust to protect you online—your two-factor authentication, your car's tech system, even your security software—turned into silent allies for hackers. Sounds like a scene from a thriller, right? Yet, in 2024, this isn't fiction; it's the new cyber reality. Today's attackers have become so sophisticated that they're using our trusted tools as secret pathways, slipping past defenses without a 🔍 trace. For banks 🏦, this is especially alarming. Today's malware doesn't just steal codes; it targets the very trust that digital banking relies on. These threats are more advanced and smarter than ever, often staying a step ahead of defenses. And it doesn't stop there. Critical systems that power our cities are at risk too. Hackers are hiding within the very tools that run these essential services, making them harder to detect and harder to stop. It's a high-stakes game of hide-and-seek, where each move raises the risk. As these threats grow, let's dive ...