Deep Dive

Our Technology Architecture

A look under the hood of our autonomous security engine that combines AI with context-aware API testing.

Venedy VENEDY Security Agent

Autonomous API Vulnerability Discovery

Scanning
OpenAPI Spec Knowledge LLM Agent Planner Executor Target API IDs • Tokens State Manager LLM Analysis Analyzer Report Phase: Loading Spec
Agentic Security Testing OWASP Top 10 Attack Chain Discovery
venedy.io
Process

How It Works

1

Passive Discovery

The agent analyzes your existing systems: Confluence documentation, code repositories (GitHub, GitLab), API gateways and other sources. This way we discover shadow and zombie APIs without sending a single active request.

2

LLM Context Analysis

Our backend uses large language models to understand the semantics of your API. We detect sensitive data (PII), understand business logic and can thus prioritize attacks that pose a real risk.

3

Active, Intelligent Testing

Based on the analysis, the agent generates intelligent and context-aware test cases. Instead of blind "fuzzing", we test specifically for logical errors like BOLA/BFLA and other complex vulnerabilities.

4

Reporting & Compliance

All findings are documented with reproducible evidence. Automatic generation of compliance evidence for NIS2, GDPR and ISO 27001.

Technology

Our Core Components

State-of-the-art technologies for maximum security and performance.

Cloud-Native Agent

Kubernetes-native deployment. Runs in your cluster with minimal footprint.

Kubernetes Docker Helm

European AI

Exclusively European LLM providers. No US cloud services like GPT or others.

EU-LLMs RAG On-Premise

Digital Sovereignty

100% hosted in Europe. Full control over your data without dependencies.

EU-Hosting GDPR NIS2

Made in Europe. Hosted in Europe.

Venedy consistently relies on European providers for all components - from AI to hosting. No dependencies on US cloud providers. Your data stays in Europe and is subject exclusively to European law.

GDPR Compliant
NIS2-ready

Convinced by the Technology?

See our engine in action and experience how it protects your APIs.

Early Access