The AI-First Pentest and the AI-Native Pentest utilize artificial intelligence to execute a complete end-to-end pentest.
In both models, AI initiates the test and conducts the entire operation, including reconnaissance, enumeration, validations, exploitation, business logic analysis, impact confirmation, and evidence generation.
Therefore, the difference between the two models does not lie in what the artificial intelligence executes. The AI operation is the same. What changes is the role of the human expert.
What is AI-First Pentest
In the AI-First Pentest, artificial intelligence executes the complete pentest. After that, the human expert validates and deepens the findings.
The pentester analyzes the findings, investigates additional paths, and expands certain exploitations before the final delivery.
What is AI-Native Pentest
In the AI-Native Pentest, artificial intelligence also executes the complete pentest, covering exactly the same stages.
The difference is that the expert no longer needs to deepen the results. Their role shifts to monitoring the execution and validating the vulnerabilities found before they are reported to the client.
AI-Native is the evolution of AI-First
The AI-Native Pentest is the natural evolution of the AI-First Pentest. Not because the artificial intelligence performs a more comprehensive test, as both models execute the entire operation, but because the need for human intervention is reduced.
In AI-First, the expert still directly participates in deepening the results. In AI-Native, this deepening is already part of the agent's own capability, while the human focuses on monitoring and validation.
This evolution allows for even greater scaling, speed, and frequency of pentests, without removing human technical oversight from the process.
The main difference
| Model | AI Operation | Expert Role |
|---|---|---|
| AI-First Pentest | Executes the complete pentest | Validates and deepens the results |
| AI-Native Pentest | Executes the complete pentest | Monitors and validates the results |
In summary, in the AI-First Pentest, AI executes the complete test and the human validates and deepens the results. In the AI-Native Pentest, AI executes the same complete test and the human only monitors and validates.
HackerSec and the evolution of pentesting with AI
HackerSec is a reference in offensive cybersecurity and serves large companies through a continuous offensive testing platform, where clients can request pentests whenever needed. The entire operation is monitored by human experts, the results are validated, and only real and confirmed vulnerabilities are reported.
With Yaga, HackerSec's proprietary pentest agent, we have advanced from the AI-First model to the AI-Native model, progressively reducing the need for human intervention during execution while maintaining technical validation before delivery.