Every application requires managing permissions, and complexity is constantly on the rise. Permit.io provides permissions as a service (ReBAC, Policy as Code, APIs, and customer facing UI), so developers can check this as done and focus on their core product.
This is the 3rd launch from Permit.io. View more

Permit AI Access Control
Permit.io AI Access Control brings fine-grained authorization (FGA) to AI workflows, ensuring AI models interact safely with sensitive data, external APIs, and users - all without developers having to build this from scratch







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Permit.io
AI security is often overlooked—until something goes wrong. AI assistants leaking private data, models making unauthorized API calls, or AI agents retrieving restricted information are problems we see too often.
With Permit.io AI Access Control, we’re bringing fine-grained authorization (FGA) to AI workflows—so developers can secure their AI models from the ground up.
Can't wait to see what you will build with this new set of integrations.
Permit.io
Hello again Product Hunt! Long time no see 😊
I’m super excited to launch Permit.io AI Access Control on Product Hunt today!
Building AI-powered applications is more common and easy than ever—but securing them properly is still a major challenge. AI agents handle sensitive data, execute actions autonomously, and interact with external tools, and access control for these workflows cannot be an afterthought.
With Permit.io AI Access Control, we’re introducing a structured way to enforce security at every stage of AI interaction—from input validation and retrieval-augmented generation (RAG) data filtering to external action enforcement and AI response moderation.
Powered by the Four-Perimeter Framework, this new release ensures AI systems remain secure, compliant, and production-ready.
We’d love to hear your thoughts—how are you currently handling access control in your AI applications? Let’s discuss in the comments!
Wilco
How does the RAG Data Protection feature work? Does it block unauthorized AI queries in real time, or does it pre-process data access permissions?
Permit.io
@onPermit integration offers two options for RAG data filtering:
Run a `getUserPermissions` query and append the filtered IDs to the RAG query, so the RAG will return only the allowed resources for the user (or the AI agent on-behalf of a user)
Run a `filterObjects` function after getting the resources from the RAG so it will return only the allowed resources to the AI agent
Both method are fully supported with our LangChain and Langflow integrations
Congrats team! The Four-Perimeter Framework sounds exactly what teams need right now - comprehensive security at every touch point of AI interaction without having to build complex authorization systems from scratch. As someone wanting to focus on building AI agents, this lets me trust you with authorization while I focus on the rest of my product.
Permit.io
Thanks for the insights, @kaulshashank. Looking forward to seeing you in the platform
Permit.io
Congratulations to my team for launching this! 🎉 I'm very proud of you!
We leveraged the Permit 4-Perimeter Framework to redefine AI access control. Traditional access control models struggle to keep up with the dynamic nature of AI, where permissions might need to change based on context, user behavior, or even the AI’s own decision-making processes. Our integrations ensure fine-grained, adaptive access control that scales with AI-driven environments, securing workflows without friction. 😊
Congrats on the launch, Team Permit 🎉
Can you elaborate more on how this product prevent unauthorized API access in real-time AI interactions?
Permit.io
@dliecht all our integrations supports the Permit Check function, allow you to use it as a tool in the agent workflows. My best recommendation here is incorporating it with @Anthropic's MCP tools, making all the external access secure and reliable.