⭐ **[Meet Us at Black Hat Las Vegas 2026!](/content/black-hat2026/index.html)** # AirMDR Blogs Welcome to the AirMDR Blog — your go-to resource for expert insights and the latest trends in cybersecurity. At AirMDR, we're advancing Managed Detection and Response (MDR) with cutting-edge AI technology to address the unique challenges faced by small to medium businesses. reCAPTCHA Recaptcha requires verification. protected by **reCAPTCHA** ## [Don’t Trust the AI. Inspect the Investigation.](/content/blog/dont-trust-the-ai.-inspect-the-investigation/index.html) Can you trust an agentic SOC investigation? [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 15 June, 2026 [READ MORE ## [Agentic MDR's Hidden Risk: A Security Talent Shortage in Three Years](/content/blog/agentic-mdrs-hidden-risk-a-security-shortage/index.html) The Future of Agentic MDR Depends on the Talent You Build Today. [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 9 June, 2026 [READ MORE ## [Agentic Triage Has Crossed a Tipping Point](/content/blog/agentic-triage-has-crossed-a-tipping-point/index.html) Security teams have heard similar promises before. Automation was going to fix the SOC. Then SOAR. Then ML. Then copilots. Now agentic AI. [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 8 June, 2026 [READ MORE ## [AirMDR Article: For MDR, “Not Clearly Failing” Is Often Enough to Renew.](/content/blog/airmdr-article-for-mdr-not-clearly-failing-is-often-enough-to-renew/index.html) The renewal moment Your MDR contract is coming up. Your provider has been responsive enough. Tickets are flowing. Reports arrive. Nothing catastrophic has happened. The easy path is to renew. [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 14 May, 2026 [READ MORE ## [MDR vs SOC-as-a-Service: Which Security Model Is Right for Your Team?](/content/blog/mdr-vs-soc-as-a-service-which-security-model-is-right-for-your-team/index.html) Security operations teams by nature operate in high-pressure environments, but for midsize organizations, that dial is often turned all the way to the top. As threat volumes rise, and AI facilitates... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 30 April, 2026 [READ MORE ## [Measuring What Matters: Building a Case Quality Metric for SOC and MDR Teams](/content/blog/measuring-what-matters-building-a-case-quality-metric-for-soc-and-mdr-teams/index.html) Security Operations Centers (SOCs) and Managed Detection and Response (MDR) providers exist to do one thing exceptionally well: alert triage, investigation, and response (ATIR). Whether this work is... [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 24 February, 2026 [READ MORE ## [SACR Analyst Report: AI-SOC for MDR - The Structural Evolution of Managed Detection and Response](/content/blog/sacr-analyst-report-ai-soc-for-mdr/index.html) The Rise of AI-Native MDR: Why “AISOC” Is the New Operating Model for Security Outcomes Security leaders are hitting a structural wall. [BY: AirMDR](/content/blog/author/airmdrcontent/index.html) 19 February, 2026 [READ MORE ## [Buy MDR Service vs. Build In-House SOC: How to Choose](/content/blog/mdr-service-vs-in-house-soc/index.html) Introduction: The Operational Reality Security operations teams – especially small and mid-sized teams – are under pressure from every direction. [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 19 January, 2026 [READ MORE ## [Research Report: MDR Buying in 2025 – What Buyers Demand and Why](/content/blog/research-report-mdr-buying-in-2025-what-buyers-demand-and-why/index.html) Research-backed guidance to update RFPs: require audit trails, minutes-fast SLAs, and seamless integration across your current stack [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 24 November, 2025 [READ MORE ## [Quartz VISIONS CIO Leadership Summit!](/content/blog/quartz-visions-cio-leadership-summit/index.html) Join Quartz VISIONS CIO Leadership Summit! AirMDR is thrilled to join forces with Quartz Network as a proud Sponsor of the VISIONS CIO Leadership Summit! [BY: AirMDR](/content/blog/author/airmdr/index.html) 27 August, 2025 [READ MORE ## [The SOC Is Evolving: Why We Raised $15.5M to Accelerate the AI-Powered Future of Detection and Response](/content/blog/funding-announcement-2025/index.html) By Kumar Saurabh [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 9 July, 2025 [READ MORE ## [10 Tenets to Building Excellent Security Operations on a Budget](/content/blog/10-tenets-to-building-excellent-security-operations-on-a-budget/index.html) Excellence in security operations doesn’t require an endless budget. It requires discipline, prioritization, and a new approach to modern SOC design. By Kumar Saurabh [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 1 July, 2025 [READ MORE ## [Top 10 Reasons People Buy Managed Detection and Response (MDR)](/content/blog/top-10-reasons-people-buy-managed-detection-and-response-mdr/index.html) There are many reasons exist why an organization may select an MDR. Here is a list we have compiled based on our customers' feedback. By Kumar Saurabh [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 5 June, 2025 [READ MORE ## [What SMBs Can Finally Do with an AI SOC](/content/blog/what-smbs-can-finally-do-with-an-ai-soc/index.html) AI-Driven Alert Investigation: How AI SOCs Are Ending Alert Fatigue and Transforming Security Operations What SMBs Can Finally Do with an AI SOC [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 22 May, 2025 [READ MORE ## [AI-Driven Alert Investigation: How AI SOCs Are Ending Alert Fatigue and Transforming Security Operations](/content/blog/ai-driven-alert-investigation-how-ai-socs-are-ending-alert-fatigue-and-transforming-security-operations/index.html) AI-Driven Alert Investigation: How AI SOCs Are Ending Alert Fatigue and Transforming Security Operations [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 14 May, 2025 [READ MORE ## [How One AI SOC Crushed 1,200 Alerts in Under 3 Minutes](/content/blog/how-one-ai-soc-crushed-1200-alerts-in-under-3-minutes/index.html) How One AI SOC Crushed 1,200 Alerts in Under 3 Minutes — and Why That Matters for Your Security Team By Kumar Saurabh, Co-Founder & CEO, AirMDR [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 7 April, 2025 [READ MORE ## [AI-Driven Alert Investigations: How Modern SOCs Are Achieving Faster, Smarter, and More Transparent Triage](/content/blog/ai-driven-alert-investigations-how-modern-socs-are-achieving-faster-smarter-and-more-transparent-triage/index.html) Whether from endpoint detection tools, SIEM platforms, or cloud security solutions, the challenge remains the same for security operations centers (SOC) analysts — how to triage security alerts... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 12 March, 2025 [READ MORE ## [Not the Target, Still the Victim: How SMBs Are Getting Caught in the Ransomware Crossfire](/content/blog/not-the-target-still-the-victim-how-smbs-are-getting-caught-in-the-ransomware-crossfire/index.html) For years, small and medium-sized businesses (SMBs) believed they were too insignificant to be targeted by ransomware groups. They watched from the sidelines as large enterprises, hospitals, and... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 4 March, 2025 [READ MORE ## [Can AI-Driven Security Operations Be the Key to Measurable Success?](/content/blog/can-ai-driven-security-operations-be-the-key-to-measurable-success/index.html) Introduction Managing cybersecurity has become an overwhelming challenge for small to medium-sized businesses (SMBs). With escalating threats, limited budgets, and difficulties in hiring and... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 12 February, 2025 [READ MORE ## [Embracing AI: The Future of Cyber Defense](/content/blog/embracing-ai-the-future-of-cyber-defense/index.html) AI as the Next-Generation Security Analyst [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 14 January, 2025 [READ MORE ## [AirMDR - Scrut Automation Collaboration](/content/blog/the-partnership-of-scrut-automation-and-airmdr-in-cybersecurity-automation/index.html) The Partnership of Scrut Automation and AirMDR in Cybersecurity Automation The partnership journey between Scrut Automation and AirMDR began with a critical inquiry: Why does this partnership make... [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 8 January, 2025 [READ MORE ## [Make vs. Buy: Deciding the Best Approach for SMB Cybersecurity](/content/blog/make-vs.-buy-deciding-the-best-approach-for-smb-cybersecurity/index.html) In today’s cybersecurity environment, businesses face increasing pressure to ensure robust threat detection and response capabilities. Managed Detection and Response (MDR) services are increasingly... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 7 January, 2025 [READ MORE ## [Why SMBs Need to Rethink Their 2025 Cybersecurity Approach and Budget](/content/blog/why-smbs-need-to-rethink-their-2025-cybersecurity-approach-and-budget/index.html) For small and medium-sized businesses (SMBs), cybersecurity often feels like a juggling act. Balancing limited resources, evolving threats, and complex compliance requirements can strain even the... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 27 November, 2024 [READ MORE ## [Calculating ROI for AI-Powered MDR Services](/content/blog/calculating-roi-for-ai-powered-mdr-services/index.html) Overview Implementing AI-powered Managed Detection and Response (MDR) services, such as those offered by AirMDR, provides organizations with a strategic approach to reducing the financial impact of... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 26 November, 2024 [READ MORE ## [Case Studies: Real-World Success with Virtual Analysts in Small and Medium Businesses](/content/blog/case-studies-real-world-success-with-virtual-analysts-in-small-and-medium-businesses/index.html) Overview AI-powered virtual analysts have proven to be transformative for small and medium-sized businesses (SMBs) facing unique challenges. With limited budgets, smaller teams, and fewer... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 26 November, 2024 [READ MORE ## [FAQs on Virtual Analysts and AI in Cybersecurity](/content/blog/faqs-on-virtual-analysts-and-ai-in-cybersecurity/index.html) Implementing AI-powered virtual analysts can raise questions for organizations unfamiliar with AI in cybersecurity. This section addresses some of the most common concerns about how virtual analysts... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 26 November, 2024 [READ MORE ## [Preparing Cybersecurity Teams for the Future: How AI-Powered Virtual Analysts Shape Tomorrow’s Workforce](/content/blog/preparing-cybersecurity-teams-for-the-future-how-ai-powered-virtual-analysts-shape-tomorrows-workforce/index.html) The Evolving Role of AI in Cybersecurity As artificial intelligence becomes an integral part of cybersecurity, it’s reshaping the skillsets, roles, and workflows within security teams. While... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 26 November, 2024 [READ MORE ## [Breaking Down Barriers to AI Adoption: How AI-Powered Virtual Analysts Simplify Cybersecurity Automation](/content/blog/breaking-down-barriers-to-ai-adoption-how-ai-powered-virtual-analysts-simplify-cybersecurity-automation/index.html) Addressing AI Hesitancy in Cybersecurity For many organizations, adopting AI in cybersecurity can seem daunting. Concerns around implementation complexity, data privacy, the "black box" nature of AI,... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 26 November, 2024 [READ MORE ## [Realizing Cost Savings Through Automation: The Financial Advantage of AI-Powered Virtual Analysts](/content/blog/realizing-cost-savings-through-automation-the-financial-advantage-of-ai-powered-virtual-analysts/index.html) [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 5 November, 2024 [READ MORE ## [Enhancing Efficiency and Response Times: The Power of AI-Powered Virtual Analysts](/content/blog/enhancing-efficiency-and-response-times-the-power-of-ai-powered-virtual-analysts/index.html) Why Efficiency and Speed Matter in Cybersecurity In cybersecurity, time is of the essence. The ability to respond quickly can mean the difference between containing an attack early or facing a costly... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 5 November, 2024 [READ MORE ## [Addressing Staffing Shortages in Cybersecurity: How AI-Powered Virtual Analysts Fill the Gaps](/content/blog/addressing-staffing-shortages-in-cybersecurity-how-ai-powered-virtual-analysts-fill-the-gaps/index.html) The Growing Challenge of Cybersecurity Staffing Shortages With the cybersecurity landscape growing increasingly complex, organizations are struggling to keep up with the demand for skilled... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 5 November, 2024 [READ MORE ## [From Cost Savings to Rapid Response: The Real Business Impact of AI Virtual Analysts Introduction: Embracing AI for Smarter Cybersecurity](/content/blog/from-cost-savings-to-rapid-response-the-real-business-impact-of-ai-virtual-analysts-introduction-embracing-ai-for-smarter-cybersecurity/index.html) Overview As cyber threats grow more complex, businesses are faced with the pressing challenge of staying resilient against an evolving threat landscape. But amidst limited budgets, increasing demand... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 5 November, 2024 [READ MORE ## [Understanding the Difference: Chatbot, Co-Pilot, Virtual Assistant, and Virtual Analyst](/content/blog/understanding-the-difference-chatbot-co-pilot-virtual-assistant-and-virtual-analyst/index.html) Overview of AI Virtual Assistants In today’s tech-driven world, digital assistants have evolved far beyond basic customer support bots. From chatbots to virtual analysts, each plays a unique role in... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 5 November, 2024 [READ MORE ## [How AirMDR’s Virtual Analyst Leverages Natural Language to Transform Security Operations](/content/blog/how-airmdrs-virtual-analyst-leverages-natural-language-to-transform-security-operations/index.html) Efficiency is paramount for today’s SOC operations. Security teams often face a flood of alerts, making it difficult to prioritize and act on the most pressing threats. This is where AirMDR's virtual... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 23 October, 2024 [READ MORE ## [What Small to Medium Businesses Can Expect from AI-Powered MDR Services](/content/blog/what-small-to-medium-businesses-can-expect-from-ai-powered-mdr-services/index.html) Introduction For small to medium businesses (SMBs), managing cybersecurity effectively amidst hiring challenges, retention issues, and limited expertise can seem daunting. While traditional Managed... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 29 September, 2024 [READ MORE ## [The Power of AI-Virtual Analysts in Modern Cybersecurity Staffing](/content/blog/the-power-of-ai-virtual-analysts-in-modern-cybersecurity-staffing/index.html) Introduction The cybersecurity landscape is evolving rapidly, with businesses facing increasing threats from cyberattacks. At the same time, organizations are struggling to find and retain the... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 24 September, 2024 [READ MORE ## [Omdia On the Radar: Analyst Research Review of AirMDR](/content/blog/omdia-on-the-radar-analyst-research-review-of-airmdr/index.html) Rik Turner's recent analysis, "On the Radar: AirMDR offers managed detection and response driven by a ‘virtual analyst’," provides an insightful look into how AirMDR is setting a new standard in... [BY: Raphael Reich](/content/blog/author/raphael-reich/index.html) 16 September, 2024 [READ MORE ## [Why AirMDR is Offering a Free Trial](/content/blog/why-airmdr-is-offering-a-free-trial-and-significant-discounts-on-its-mdr-service/index.html) Almost 14 months ago, we launched AirMDR with a mission to bring cost-effective Managed Detection and Response (MDR) to small and medium-sized enterprises. [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 28 August, 2024 [READ MORE ## [Why Cybersecurity Leaders Should Prioritize Detailed Case Write-Ups](/content/blog/two-reasons-cybersecurity-leaders-should-prioritize-detailed-case-write-ups-even-for-false-positives/index.html) [BY: Anthony Morris](/content/blog/author/anthony-morris/index.html) 25 June, 2024 [READ MORE ## [Making Autonomous Security Operations a Reality with AirMDR](/content/blog/making-autonomous-security-operations-a-reality-with-airmdr/index.html) [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 21 June, 2024 [READ MORE ## [Beyond GPT4: Why Fine-Tuning LLMs is the Future of Cyber Defense](/content/blog/beyond-gpt4-why-fine-tuning-llms-is-the-future-of-cyber-defense/index.html) Large Language Models (LLMs) like GPT4 have captivated the public imagination with their ability to generate human-like text and perform a wide range of tasks. While general-purpose LLMs are... [BY: Lakshya Khandelwal](/content/blog/author/lakshya-khandelwal/index.html) 20 June, 2024 [READ MORE ## [What is MDR for Cybersecurity?](/content/blog/what-is-mdr/index.html) A Guide to Managed Detection and Response Services [BY: Anthony Morris](/content/blog/author/anthony-morris/index.html) 4 June, 2024 [READ MORE ## [Untangling the Confusion of Incident Response Acronyms](/content/blog/deciphering-security-incident-metrics-untangling-the-confusion-of-incident-response-acronyms/index.html) [BY: Anthony Morris](/content/blog/author/anthony-morris/index.html) 15 May, 2024 [READ MORE ## [Essential AI-Enhanced Use Cases for Managed Detection and Response](/content/blog/essential-ai-enhanced-use-cases-for-managed-detection-and-response-mdr/index.html) When speaking with companies that have fewer than 300 employees, it's common to find that they lack a large enough team to operate a Security Operations Center (SOC). As these organizations grow and... [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 30 April, 2024 [READ MORE ## [Essential Guide for First-Time Buyers: Investing in MDR Services](/content/blog/essential-guide-for-first-time-buyers-investing-in-managed-detection-and-response-services/index.html) [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 16 April, 2024 [READ MORE ## [How AI is Permanently Changing How We Innovate in Cybersecurity](/content/blog/how-ai-is-permanently-changing-how-we-innovate-in-cybersecurity/index.html) [BY: Srikant Vissamsetti - Chief Technology Officer](/content/blog/author/srikant-vissamsetti-chief-technology-officer/index.html) 8 April, 2024 [READ MORE ## [SMB Lens: AI vs. Human-Led Roles in Various Use Cases](/content/blog/smb-lens-understanding-the-role-of-ai-in-different-use-cases-whether-ai-led-or-human-led/index.html) Introduction Small and medium-sized businesses (SMBs) are the cornerstones of economies worldwide. Their ability to effectively manage their limited resources, maintain operational efficiency, and... [BY: Anand Ramanathan](/content/blog/author/anand-ramanathan/index.html) 26 March, 2024 [READ MORE ## [How AI is changing the future of SOC operations](/content/blog/how-ai-is-changing-the-future-of-soc-operations/index.html) This is a technical blog for cybersecurity professionals and leaders. It and others in my series will showcase the intersection of AI and cybersecurity and explore how roles evolve in AI-led versus... [BY: Anthony Morris](/content/blog/author/anthony-morris/index.html) 18 March, 2024 [READ MORE ## [Augmented, Automated, or Autonomous SOC - What's the right answer?](/content/blog/augmented-automated-or-autonomous-soc-whats-the-right-answer/index.html) [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 12 March, 2024 [READ MORE ## [Defining Quality for Alert Triage, Investigation and Response](/content/blog/how-to-define-quality-for-alert-triage-investigation-and-response/index.html) What Is The Best Detection and Response You Can Get? Cybersecurity professionals face a daunting task. While the threats are endless, the talented workforce to defend against them is scarce and... [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 12 January, 2024 [READ MORE ## [Introducing AirMDR](/content/blog/a-new-approach-to-threat-investigation-response/index.html) TL;DR - We’ve built a new kind of MDR by augmenting every one of our analysts with an intelligent virtual analyst that makes every single one of them as powerful and productive as 10. This for the... [BY: Kumar Saurabh](/content/blog/author/kumar-saurabh/index.html) 1 December, 2023 [READ MORE ## Let's Talk Ready to supercharge your detection and response? [Schedule a Demo](/content/schedule-a-demo/index.html) Twitter Widget Iframe reCAPTCHA Select all squares with **buses** If there are none, click skip | | | | | | --- | --- | --- | --- | | | | | | | | | | | | | | | | | | | | | Please try again. Please select all matching images. Please also check the new images. Please select around the object, or reload if there are none. Skip