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04/07/2026
18 min read
Can an AI Pentest Replace Human Pentesters?

As companies adopt agents, the number of teams running them grows quickly. Platform teams need to give everyone access without losing control. Codexa's multitenancy model was built for exactly that.
Organisations, teams and projects
An organisation contains teams, and teams contain projects. Each level can have its own members, roles, quotas and billing. Sandboxes, Volumes and secrets always belong to a single project and are invisible outside it.
One interface for admins
Admins get a unified dashboard showing usage, cost and activity across every team. From there they can set organisation-wide policies, like allowed regions or mandatory single sign-on, that apply everywhere.
Granular control through quotas
Concurrent sandbox limits per team
GPU hour budgets per project
Region and network policies per organisation
We onboarded nine product teams in a month without a single support ticket about access. — Priya Nandakumar, Head of Platform at Northfield Robotics
Multitenancy features are included on Enterprise plans. Contact sales to set up your organisation.
Table of contents
Key takeaways
What is manual penetration testing?
What is AI pentesting?
AI vs. manual pentesting example
Authors

Lauren Volpi
Marketing
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