Team Model Authorization
Allocate model capabilities by team to balance capability access, cost control, and organizational governance.
Feature Overview
Team model authorization determines "which teams can use which models, and under what quotas and rules". It is both a capability distribution tool and a cost governance tool.
Use Cases
This capability is suitable when:
- Different teams need different tiers of models
- The platform wants to control the access scope of high-cost models
- Model consumption needs to be tracked by team
Prerequisites
Before configuration, we recommend preparing:
- Available models have already been connected to the platform
- The team structure has already been established
- There is already an initial plan for model capabilities and budgets for different teams
Steps
Step 1: Divide models into tiers first
We recommend first dividing models into several categories, such as:
- General-purpose models
- High-performance models
- Specialized models, such as vision, Embedding, and video
This makes later authorization easier to turn into rules instead of assigning models randomly team by team.
Step 2: Determine each team's available scope
Decide based on each team's business importance, budget, and use cases:
- Which models can be used directly
- Which models require approval or restrictions
- Which models are not open to the team
Step 3: Set quota and frequency rules
If the platform supports quota, request count, or Token limits, we recommend configuring them at the same time. Authorizing models without quotas usually cannot form a true governance loop.
Step 4: Verify the team-side result in practice
Use a team member account to open the application creation or model selection interface and confirm:
- Only authorized models are visible
- Quota policies take effect during actual calls
- There is recognizable feedback when usage abnormally exceeds the quota
Result Validation
We recommend confirming at least:
- The model lists visible to different teams match expectations
- High-cost models are not open to all teams by default
- Usage statistics can be traced back by team
Value
The value of team model authorization lies in:
- More precise capability access
- More executable cost control
- Team-specific needs can be handled through the platform
Notes
- Do not manage model authorization and role permissions together
- High-cost models should be restricted by default instead of open by default
- After each new model is added, the team authorization strategy should be reviewed again
Team Management
Establish a stable team collaboration structure in the order of creation, role assignment, member joining, and handoff handling.
Agents and Applications
Create, configure, debug, and publish Agents in the order of actual operations, turning them into AI applications that can be delivered directly to users.