Fluid Attacks' AI products

Smarter AppSec powered by AI

Artificial intelligence is reshaping how software is built and how it must be secured. At Fluid Attacks, we integrate AI into our DNA to benefit everyone, from our pentesters to your end users.

AI's growing role in modern cybersecurity

As cyber threats evolve, security teams need smarter ways to stay ahead. AI helps uncover hidden risks, analyze massive data sets and accelerate security operations. By leveraging these capabilities, we’re building a new generation of AppSec that is faster, smarter and better prepared for modern threats.

How we use AI for our clients and our team

At Fluid Attacks, AI amplifies human expertise. Our AI-driven capabilities give pentesters and development teams faster insights and more efficient workflows. By combining automation at scale with expert judgment and creativity, we help organizations achieve stronger, continuous protection.

Our AI-powered products

For detection

PEER REVIEWER ASSISTANT

Assessing your CI/CD pipelines directly

Launched February 2026

Peer Reviewer Assistant automatically detects vulnerabilities and code smells by analyzing changes in our clients' code in pull requests or merge requests. It integrates into GitLab and Azure DevOps CI/CD pipelines for analysis, and developers receive reports of findings right there.

AI SAST

Identifying vulnerabilities with the help of LLMs

AI TRIAGE

Sorting files according to their likelihood of vulnerability

CVE PRIORITIZER

Expanding the coverage of our automated tests

PEER REVIEWER ASSISTANT

Assessing your CI/CD pipelines directly

Launched February 2026

Peer Reviewer Assistant automatically detects vulnerabilities and code smells by analyzing changes in our clients' code in pull requests or merge requests. It integrates into GitLab and Azure DevOps CI/CD pipelines for analysis, and developers receive reports of findings right there.

AI SAST

Identifying vulnerabilities with the help of LLMs

AI TRIAGE

Sorting files according to their likelihood of vulnerability

CVE PRIORITIZER

Expanding the coverage of our automated tests

For remediation

AUTOFIX & CUSTOM FIX

Remediate vulnerabilities in seconds, not days

Launched October 2023

Our GenAI provides remediation recommendations directly to developers in their IDEs and our platform, streamlining the process of fixing code vulnerabilities. It creates full suggestions (Autofix) and step-by-step guides (Custom Fix), visible only to the developer requesting them.

DESIGN MAP

Connect your security designs to real-world risk

AI AGENT (MCP)

Get instant answers to security questions plus scan locally

AUTOFIX & CUSTOM FIX

Remediate vulnerabilities in seconds, not days

Launched October 2023

Our GenAI provides remediation recommendations directly to developers in their IDEs and our platform, streamlining the process of fixing code vulnerabilities. It creates full suggestions (Autofix) and step-by-step guides (Custom Fix), visible only to the developer requesting them.

DESIGN MAP

Connect your security designs to real-world risk

AI AGENT (MCP)

Get instant answers to security questions plus scan locally

Our commitment to responsible AI

"Greatly skilled people working together"

At Fluid Attacks, our use of AI is guided by a strong commitment to privacy, transparency, and data security. We ensure that our AI models are trained and operated in a way that protects your sensitive information. We don't store or use client data for training, and we adhere to industry best practices and regulatory standards like GDPR and SOC 2.

Integrations with our solution

Your development and security teams can seamlessly integrate their IDEs and bug-tracking systems with our platform to accelerate and simplify their recognition and remediation of security issues.

Our AI products are a core part of our Continuous Hacking solution

We offer an all-in-one solution that combines our AI, AppSec tools, platform and team of pentesters to help you continuously reduce your attack surface.

Start your 21-day free trial

Discover the benefits of our Continuous Hacking solution, which organizations of all sizes are already enjoying.

Start your 21-day free trial

Discover the benefits of our Continuous Hacking solution, which organizations of all sizes are already enjoying.

Start your 21-day free trial

Discover the benefits of our Continuous Hacking solution, which organizations of all sizes are already enjoying.

Fluid Attacks' solutions enable organizations to identify, prioritize, and remediate vulnerabilities in their software throughout the SDLC. Supported by AI, automated tools, and pentesters, Fluid Attacks accelerates companies' risk exposure mitigation and strengthens their cybersecurity posture.

Get an AI summary of Fluid Attacks

Subscribe to our newsletter

Stay updated on our upcoming events and latest blog posts, advisories and other engaging resources.

© 2026 Fluid Attacks. We hack your software.

Fluid Attacks' solutions enable organizations to identify, prioritize, and remediate vulnerabilities in their software throughout the SDLC. Supported by AI, automated tools, and pentesters, Fluid Attacks accelerates companies' risk exposure mitigation and strengthens their cybersecurity posture.

Subscribe to our newsletter

Stay updated on our upcoming events and latest blog posts, advisories and other engaging resources.

Get an AI summary of Fluid Attacks

© 2026 Fluid Attacks. We hack your software.

Fluid Attacks' solutions enable organizations to identify, prioritize, and remediate vulnerabilities in their software throughout the SDLC. Supported by AI, automated tools, and pentesters, Fluid Attacks accelerates companies' risk exposure mitigation and strengthens their cybersecurity posture.

Subscribe to our newsletter

Stay updated on our upcoming events and latest blog posts, advisories and other engaging resources.

Get an AI summary of Fluid Attacks

© 2026 Fluid Attacks. We hack your software.