Tool Introduction

Code Intelligence builds tools that make automated security testing easy for developers. Founded in 2018 by IT security researchers from the University of Bonn, it focuses on fuzz testing and dynamic analysis. The platform helps teams find and fix vulnerabilities early, without requiring deep security knowledge. It supports secure development across industries like automotive, healthcare, and telecom. Code Intelligence contributes to open-source tools like Jazzer for Java fuzzing, which has uncovered hundreds of bugs in major projects.

Demo Available?

Code Intelligence offers a free 14-day trial of CI Fuzz with full feature access and no credit card required. Dedicated support is included during the trial.

Tool's Accuracy

Users report that Code Intelligence's fuzzing tools effectively detect real bugs with few false positives. Its feedback-based fuzzing improves accuracy compared to traditional static analysis.

Aggregate Rating

-

Detailed Overview

Automated application security testing using AI-driven fuzzing, designed to integrate with developer workflows across high-assurance industries.

What Code Intelligence Does

Code Intelligence delivers CI Fuzz, a platform that automates fuzz testing and dynamic analysis. It generates millions of test cases to uncover bugs in code, binaries, and APIs. The system integrates into IDEs, CI/CD pipelines, and version control tools. Developers get clear reports that trace root causes and support fast fixes. The AI Test Agent simplifies advanced fuzzing tasks while supporting compliance requirements across regulated industries.

Who Code Intelligence is for

CI Fuzz is built for developers embedding security into daily coding tasks. It's also ideal for security engineers managing compliance workflows, DevOps teams automating secure delivery pipelines, and QA specialists targeting software robustness. Companies building safety-critical systems—like vehicles or medical devices—benefit from its early detection capabilities.

Top Differentiators

Developer-Centric Design: Built for use within standard dev environments.
AI-Driven Fuzz Testing: Uncovers hard-to-find bugs through automated test generation.
Workflow Integration: Works directly with IDEs and CI/CD pipelines.
Open-Source Tools: Maintains widely used tools like Jazzer and Jazzer.js.
Continuous Testing: Enables early-stage vulnerability detection.
Industry-Specific Support: Addresses needs like ISO/SAE 21434 or FDA cybersecurity standards.

Introductory Video

Founding Year

2018

Target Industry

B2B, Enterprise, Automotive, Telecommunications, Industrial Automation, Medical Devices, Energy, Aerospace, Defense, Technology

Available Integrations

Visual Studio Code: Offers built-in support for fuzz testing workflows within the development environment.
JetBrains IDEs: Provides native integration to enable white-box fuzz testing during code development.
GitHub: Delivers advanced fuzzing capabilities through OSS-Fuzz for continuous open-source security testing.
Jazzer.js with Jest: Allows developers to write fuzz tests like unit tests using npm distribution.
CMake: Enables C/C++ fuzzing within established build processes.
Spring Boot: Supports Java-based enterprise API testing using white-box techniques.
Azure Marketplace: Facilitates enterprise deployment with auditing and vulnerability classification tools.

-

Pricing last verified: 09/18/2025
Official Source: https://www.code-intelligence.com
Disclaimer: Pricing is subject to change. Please confirm current pricing on the vendor site.

Features & Specs

AI-Powered Fuzz Testing: Detects buffer overflows, logic errors, and memory issues at scale.
White-Box & Black-Box Modes: Tests both source code and binaries effectively.
Multi-Language Support: Covers C/C++, Java, JavaScript; extensible to others.
Embedded Systems Testing: Supports SiL simulation and integration with industry toolchains.
API Fuzzing: Targets REST, gRPC, and custom protocol interfaces automatically.
IDE/CI/CD Integration: Connects with Visual Studio Code, Eclipse, Jenkins, GitHub Actions, GitLab CI.
Actionable Reports: Provides stack traces and root cause details with reproduction steps.
False Positive Filtering: Reduces noise so findings are relevant and accurate.
Compliance Support: Helps meet ISO/SAE 21434, ISA/IEC 62443, Automotive SPICE standards.
Open Source Tools Included: Ships with Jazzer (Java) and Jazzer.js (JavaScript).
Scalable Architecture: Handles large-scale codebases efficiently in distributed setups.
APIs & SDKs Available: Offers options for workflow customization through APIs or SDKs.
Performance Notes: Typically delivers results within minutes without slowing development flow.

Security & Compliance

Code Intelligence is based in Germany under European data protection laws. The platform provides documentation for compliance with ISO/SAE 21434 (automotive), ISA/IEC 62443 (industrial automation), Automotive SPICE, and FDA cybersecurity guidance. There are no public records of major security incidents linked to Code Intelligence’s platform or services.

Industry Use-Cases

Automotive

Code Intelligence helps automotive teams detect security flaws in control systems early. By integrating CI Fuzz into SiL environments, developers meet ISO/SAE 21434 standards and reduce recall risks.

Teams use instrumented fuzz testing to produce detailed evidence for ASPICE assessments and ISO 21434 certification. The platform supports reproducible findings, boosting product security and regulatory success.

Telecommunications

Network device makers use CI Fuzz to uncover bugs in firmware and protocols. It improves router and base station security for 5G and IoT deployments.

Operators integrate fuzz testing into CI/CD pipelines to secure infrastructure software. This lowers downtime, enhances reliability, and speeds up incident response.

Industrial Automation and Manufacturing

CI Fuzz helps manufacturers test PLCs and DCSs against ISA/IEC 62443-4-1 standards. Developers catch vulnerabilities early, supporting compliance and safer operations.

Embedded firmware is tested for hidden bugs using fuzzing. This strengthens connected device security and builds customer confidence.

Medical Devices and Healthcare Technology

Developers test device firmware with CI Fuzz to prevent malfunctions that could harm patients. The process supports FDA approval and better safety outcomes.

Healthcare tech teams validate EHR APIs using automated fuzzing. This enhances data privacy, prevents breaches, and meets healthcare regulations.

Energy and Utilities

Energy operators use CI Fuzz to test algorithms managing grids under varied inputs. Results include fewer outages, better resilience, and compliance with industry rules.

SCADA systems in oil and gas are tested for flaws with fuzzing. Teams improve operational security while meeting regulatory demands.

Aerospace and Defense

CI Fuzz enables early bug detection in avionics software during development. It supports safe navigation system design aligned with aviation standards.

Defense contractors apply automated fuzzing to UAV software. This boosts mission reliability, reduces compromise risk, and aids certification efforts.

Tool's Alternatives

GitHub Copilot Enterprise
Offers AI-powered code suggestions with strong GitHub integration. Focuses on code generation rather than deep security vulnerability detection.

Harness Platform
Delivers Continuous Delivery-as-a-Service with ML-based deployment automation. Emphasizes pipeline orchestration, not specialized fuzzing for vulnerability discovery.

Aikido Security
Provides AI-driven code reviews and semantic analysis. Focuses on real-time pull request insights and project-specific rules over dedicated fuzz testing.

Qodo Merge
Uses machine learning to suggest automated test improvements. Targets general code enhancement, not in-depth security testing via fuzzing engines.

Frequently Asked Questions

What is Code Intelligence used for in software development?
Code Intelligence provides automated fuzz testing and dynamic analysis to detect vulnerabilities early in development. It integrates into developer tools and workflows to support secure coding, compliance, and faster bug fixing.

Which programming languages does CI Fuzz support?
CI Fuzz supports C, C++, Java, and JavaScript. It also allows extensions to other languages through its SDKs or APIs for custom workflow integration.

How does Code Intelligence help with regulatory compliance?
The platform supports standards like ISO/SAE 21434, ISA/IEC 62443, Automotive SPICE, and FDA cybersecurity guidance. It provides reproducible results and documentation that help meet security certification requirements.

Can CI Fuzz be integrated into developer workflows?
Yes. CI Fuzz integrates with IDEs like Visual Studio Code and JetBrains IDEs, as well as CI/CD tools including Jenkins, GitHub Actions, GitLab CI, and CMake-based pipelines.

Is there a free trial available for CI Fuzz?
A free 14-day trial of CI Fuzz is available with full feature access. No credit card is required. Dedicated support is included during the trial period.

What types of testing does Code Intelligence offer?
The platform offers AI-powered fuzz testing in both white-box and black-box modes. It tests source code, binaries, embedded systems, firmware, APIs—including REST and gRPC—and connected devices.

How accurate are the fuzzing results from Code Intelligence?
Users report that the fuzzing tools detect real bugs effectively with few false positives. Feedback-based fuzzing improves accuracy compared to traditional static analysis methods.

Which industries benefit most from using Code Intelligence?
Industries like automotive, telecommunications, medical devices, energy utilities, industrial automation, aerospace, and defense use Code Intelligence for early-stage vulnerability detection aligned with strict safety standards.

Does CI Fuzz support open-source security testing tools?
Yes. The platform includes open-source fuzzers Jazzer for Java and Jazzer.js for JavaScript. These tools have found hundreds of bugs in major projects through automated test generation.

Comments are closed.

Code Intelligence

Automated Security Testing for Developers, by Developers.