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Qevlar AI Blog

Beyond the Prompt: Engineering Trustworthy AI SOC Analysts

Beyond the Prompt: Engineering Trustworthy AI SOC Analysts

Security leaders are increasingly asked whether LLMs can be trusted inside the SOC. The real challenge isn’t speed or cost, it’s variability. Same alert. Same inputs. Yet the investigation path changes, steps are skipped, and conclusions don’t always align. Our research breaks down the results of a large-scale experiment (18,000 investigations) that reveals the limits of stochastic intelligence in security operations, and why trust in AI for the SOC must start with reproducibility, not probability.

The Tesla vs. Waymo of Cybersecurity: Why Security Operations Can't Rely on Pure AI

The Tesla vs. Waymo of Cybersecurity: Why Security Operations Can't Rely on Pure AI

What do Teslas and Waymos have to do with cybersecurity? A lot. This article explores why SOCs can’t rely on pure AI alone, and why the future of defense depends on balancing speed with certainty.

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MSSP vs. Enterprise SOC: How Autonomous AI Changes the SOC Service Model

MSSP vs. Enterprise SOC: How Autonomous AI Changes the SOC Service Model

Erik Bloch (the VP of Security at illumio, ex-SOC leader at Salesforce) shares how MSSPs and enterprise SOCs can tackle AI differently, the hidden process gaps slowing progress, and why fixing repetitive work beats chasing flashy threats. Read the full interview.

Designing AI systems As Collaborative Agents For Real Problems

Designing AI systems As Collaborative Agents For Real Problems

Google Cloud’s Dr. Anton Chuvakin and Qevlar AI’s CEO Ahmed Achchak cut through the hype, explaining why data quality (not AI itself) is the true barrier to automation, and what skills security teams will still need in an AI-augmented future.

Qevlar AI Hosts European Dinner Series to Explore AI's Role in Future Security Operations

Qevlar AI Hosts European Dinner Series to Explore AI's Role in Future Security Operations

Discover the details about Qevlar AI's intimate dinners across six European countries with top CISOs and cybersecurity leaders, along with the practical insights that were discussed.

Qevlar AI Wins 2025 MSP Today “Product of the Year" Award

Qevlar AI Wins 2025 MSP Today “Product of the Year" Award

Qevlar AI wins the 2025 MSP Today Product of the Year Award for its "AI SOC Analyst for MSSPs," recognized for innovative, automated threat detection that empowers managed service providers to scale securely and efficiently.

Quishing: What It Is, How It Works, and How to Detect It with Qevlar Eye

Quishing: What It Is, How It Works, and How to Detect It with Qevlar Eye

What is quishing? Discover how cybercriminals use QR codes for phishing attacks and how Qevlar AI investigates and stops these threats before they cause damage.

AI vs Automation in the SOC: What Security Leaders Need to Know

AI vs Automation in the SOC: What Security Leaders Need to Know

Discover how AI is transforming Security Operations Centers from rigid SOAR playbooks to autonomous SOC agents. In this in-depth interview, Qevlar AI’s CEO Ahmed Achchack and Snyk’s SecOps lead Filip Stojkovski unpack what real AI-driven security looks like, how to measure its ROI, and what questions CISOs must ask before adoption

“We’re Not Ready for AI” — The Most Expensive Myth in Cybersecurity

“We’re Not Ready for AI” — The Most Expensive Myth in Cybersecurity

Many security leaders delay AI adoption, citing readiness concerns, but this hesitation comes at a high cost. This article explains why waiting for "perfect conditions" is a myth, what it’s costing organizations, and how to practically assess and begin your AI cybersecurity journey today.

The Fundamental Limits of LLMs in Security Operations: Why Coverage Can't Be Prompted

The Fundamental Limits of LLMs in Security Operations: Why Coverage Can't Be Prompted

A fresh perspective on why security alerts are just starting points, how LLMs fall short in investigations, and what it takes to achieve full coverage in your SOC.

Almond uses Qevlar AI to cut MTTR under 5 minutes and automate 80% of cyber alert responses

Almond uses Qevlar AI to cut MTTR under 5 minutes and automate 80% of cyber alert responses

Discover how Almond, a leading French MSSP, uses Qevlar AI to become more effective on the defense side in the advanced threat landscape.

The SOC Analysts Of The Future: New Skills For The New Shift

The SOC Analysts Of The Future: New Skills For The New Shift

AI is transforming security operations from alert-driven to strategic. Explore the essential skills future SOC analysts need as automation handles routine tasks, allowing human experts to focus on complex judgment, threat hunting, and business-aligned security leadership.

The Multiplier Effect: How AI SOC Analysts Scale Security Teams Without Adding Headcount

The Multiplier Effect: How AI SOC Analysts Scale Security Teams Without Adding Headcount

CISOs face a scaling paradox: rising threats, shrinking bandwidth. This deep dive shows how AI SOC analysts help security teams do more with the talent they already have.

Qevlar Eye: Closing the Visual Gap in SOC Detection

Qevlar Eye: Closing the Visual Gap in SOC Detection

Discover how Qevlar Eye closes the visual detection gap in SOCs by identifying phishing pages, fake invoices, and brand impersonations that traditional tools miss — using cutting-edge Visual Language Models (VLMs).

Qevlar AI Raises $14M to Supercharge Security Operations Centres with Agentic AI

Qevlar AI Raises $14M to Supercharge Security Operations Centres with Agentic AI

We are proud to announce that we have raised $14M to accelerate our mission to advance the productivity of SOC teams by empowering them to prioritise and respond to cyber threats effectively. Read the full article to discover our founders' vision and what the customers have to say about the impact we've been delivering to their SOC teams.

Real-World Results: Qevlar AI Proves Accuracy & Speed

Real-World Results: Qevlar AI Proves Accuracy & Speed

Email triage is one of the most relentless challenges in SOC operations. Qevlar is on a mission to remove the burden of repetitive tasks away from analysts so they can focus on security engineering.

How Qevlar leverages open source LLMs

How Qevlar leverages open source LLMs

Qevlar AI combines proprietary models with open source LLMs like Llama, following an incubation hosted by Meta and HuggingFace.

MSSP Nomios integrates Qevlar AI into its 7 SOCs

MSSP Nomios integrates Qevlar AI into its 7 SOCs

Nomios integrates Qevlar AI to cut investigation times from 30 minutes to 3, boosting SOC productivity. Now also a reseller, Nomios expands access to Qevlar's AI solutions across Europe.

What it takes to run a 24/7 SOC

What it takes to run a 24/7 SOC

Although unavoidable in some industries, managing a 24/7 SOC is becoming increasingly complex.

SOCs are failing by design

SOCs are failing by design

CEO Ahmed Achchak on how AI-driven automation can free SOCs from the alert-centric trap, empowering analysts to shift from reactive triage to strategic defence.

My discussion with a SOC specialist

My discussion with a SOC specialist

My discussion with a SOC specialist on the evolution of automation in Security Operations.

Behind the tools powering Blue Teams

Behind the tools powering Blue Teams

Decoding the SOC Toolbox: SIEM, SOAR, EDR & More — what they do and how they connect

Qevlar AI joins Microsoft's GenAI Studio

Qevlar AI joins Microsoft's GenAI Studio

Qevlar AI was selected by Microsoft to be part of their GenAI studio. Here’s why our participation makes perfect sense.

The last mile problem

The last mile problem

The most critical component of cyber risk remains undefined. This isn't a failure of effort or investment, but a fundamental challenge inherent to the nature of cybersecurity.

Qevlar AI Achieves SOC 2 Certification

Qevlar AI Achieves SOC 2 Certification

Following an audit by Prescient Assurances, we are thrilled to announce that Qevlar is officially SOC 2 type 1 compliant.

Addressing SOC analysts’ top 5 challenges

Addressing SOC analysts’ top 5 challenges

At Infosecurity Europe 2024, the keynote held by Ahmed, CEO of Qevlar AI, on the top 5 challenges faced by SOC analysts drew a full house.

OCD cybersecurity challenge winners

OCD cybersecurity challenge winners

Qevlar AI won the prize organised by Orange Cyberdefense as part of Vivatech 2024, one of Europe's largest technology conferences.

Social Engineering Attack In-Depth: AI Offense vs. AI Defense

Social Engineering Attack In-Depth: AI Offense vs. AI Defense

AI is changing the cybersecurity game, but how are hackers leveraging this tech? Learn how AI can be both a weapon and a shield in the digital battleground.

5 Most Useful GPTs For Cybersecurity Teams

5 Most Useful GPTs For Cybersecurity Teams

Discover the top GPTs for cybersecurity teams at the GPT Store by OpenAI. Featuring tools like Betterscan.io AI Code Analyzer and HackTricksGPT.

How U.NEAT Scaled Managed Security Operations Without Compromising on Speed or Quality

How U.NEAT Scaled Managed Security Operations Without Compromising on Speed or Quality

Automate alert investigations with Qevlar AI for MSSPs to enhance response time, reduce manual tasks, and improve security service quality.

Exploring Open Source Frontiers: Qevlar AI's Venture with Meta, HuggingFace & Scaleway

Exploring Open Source Frontiers: Qevlar AI's Venture with Meta, HuggingFace & Scaleway

Qevlar AI joins Station F’s AI startup program, partnering with Meta, Hugging Face, and Scaleway to revolutionize security operations through automation.

On a mission to scale security operations

On a mission to scale security operations

Qevlar AI redefines cybersecurity ops with autonomous agents for efficient investigations, shifting focus from laborious tasks to rapid response strategies.

Securing AI Operations through the Integration of Cybersecurity Technologies

Securing AI Operations through the Integration of Cybersecurity Technologies

Thierry MOTSCH, an experienced cybersecurity expert, discusses securing AI ops amid industrialization and cloud adoption, emphasizing risk analysis and proactive measures.

Silencing the Noise: A Vision for a More Focused and Efficient Future in SOCs

Silencing the Noise: A Vision for a More Focused and Efficient Future in SOCs

Revolutionizing Security Operations Centers (SOCs) with AI-powered autonomous agents to streamline alert processing and empower analysts for proactive threat response. Join us in shaping the future of cybersecurity. Get in touch for collaboration opportunities.

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In the meantime, feel free to explore our product features, read our customer success stories, or check out our blog for more information.

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