AI Code Analysis

Find complex vulnerabilities and data exposure risks directly in your source code.

AI Code Analysis reasons across your source code to identify security and data-exposure risks that need context across files, services, or repositories.

Choose the audit type that matches your goal:

Audit type

Code Security Audit

What it helps you find

AI SAST: Find real attack paths and validated security risks in code with AI.

Audit type

Data Exposure Audit

What it helps you find

DSPM: Find sensitive data flows and data exposure risks in code with AI.

How it works

Both audit types use connected repositories. Code Security Audit doesn't require a staging environment or live target, and Data Exposure Audit doesn't access your data stores. Findings include code-based evidence and remediation guidance.

• Agentic analysis: Aikido uses multiple agents to investigate your code, follow relevant context across files and services, and validate potential findings.
• Models and harnesses matched to the task: Aikido selects the models and analysis harness that best fit each stage of the analysis, balancing the depth of analysis with the resources it uses.
• Confirmed cost before you start: The pricing step shows the exact credit total for your selected repositories before you launch an analysis. Once confirmed, that total is fixed for the analysis.

For testing a running application, use Aikido Pentest. For fast, continuous checks of known vulnerability patterns, use SAST.