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How to solve the problem of data isolation for AI intelligences in multi-tenant environments?

2025-08-23 1.4 K

Security Architecture Solutions for Multi-Tenant Data Segregation

ACI.dev uses a layered security system to address multi-tenant data isolation:

  • Identity Management System: Each intelligence and user has a unique linked_account_owner_id, based on which all operations are authenticated.
  • fine-grained access control: Force the owner ID to be specified when the tool is executed.linked_account_owner_id="user123"Ensure that data access is limited to authorized access
  • three-tier hierarchy of isolation mechanisms::
    1. Project-level isolation: complete segregation of tool permissions for different developers
    2. User-level segregation: data from different users in the same project are not visible to each other
    3. Intelligence-level isolation: independent boundaries can be set for each AI instance

Specific configuration methods:

  1. Create a tenant project in the platform portal and the system automatically generates an isolated environment
  2. Use the SDK to set permission boundaries:
    client.permissions.set(
    agent_id="sales_bot",
    boundaries={"gmail":["read"], "calendar":["read","create"]}
    )
  3. via the environment variableSERVER_ISOLATION_LEVEL=STRICTEnable forced isolation mode

For special cases where data needs to be shared, use theclient.access.grant()method for cross-tenant temporary authorization, it is recommended to monitor all access behaviors in conjunction with the audit logging feature.

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