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 Al into our DNA to help your team ship secure software, from the first line of code 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, more accurate, 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 prevention

AI AGENT (MCP)

Secure AI-generated code before it ships

Launched June 2025

Your AI assistant writes the code, and AI Agent checks it. From Cursor, Claude, or VS Code, it runs SAST and SCA locally on new code and dependencies, so vulnerabilities are caught in the editor, not in production. It works through the Model Context Protocol (MCP), which lets different generative AI models connect to and work with our data.

AI AGENT (MCP)

Secure AI-generated code before it ships

Launched June 2025

Your AI assistant writes the code, and AI Agent checks it. From Cursor, Claude, or VS Code, it runs SAST and SCA locally on new code and dependencies, so vulnerabilities are caught in the editor, not in production. It works through the Model Context Protocol (MCP), which lets different generative AI models connect to and work with our data.

For detection

AI SAST

Identifying vulnerabilities with the help of LLMs

Launched January 2026

AI SAST uses generative AI to detect and report vulnerabilities. It extracts functions from source code, then evaluates those probably vulnerable alongside their surrounding context and reports the findings to clients on the platform.

AI TRIAGE

Sorting files according to their likelihood of vulnerability

CVE PRIORITIZER

Expanding the coverage of our automated tests

VLAI SEVERITY

Classifying severity through contextual AI analysis

AI SAST

Identifying vulnerabilities with the help of LLMs

Launched January 2026

AI SAST uses generative AI to detect and report vulnerabilities. It extracts functions from source code, then evaluates those probably vulnerable alongside their surrounding context and reports the findings to clients on the platform.

AI TRIAGE

Sorting files according to their likelihood of vulnerability

CVE PRIORITIZER

Expanding the coverage of our automated tests

VLAI SEVERITY

Classifying severity through contextual AI analysis

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 on what to fix first

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 on what to fix first

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 the Fluid Attacks 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.

Reduce risk without slowing delivery

Reduce risk without slowing delivery

Fast and accurate results from one continuous security program powered by AI, scanners, and pentesters.

Fast and accurate results from one continuous security program powered by AI, scanners, and pentesters.

Prevent

Prevent

Prevent

Detect

Detect

Detect

Manage

Manage

Manage

Remediate

Remediate

Remediate