Global model management
Orchestrate global models without duplicated procurement
Create a governed model resource pool with individual identities and policy-based routing across providers.
Global models
Local models
Governance control plane
Identity
Cost & value
Security audit
Employees
Business systems
AgentOS
More models often create more operational overhead
Duplicate procurement
Teams purchase overlapping capabilities and leave capacity unused.
Unclear access boundaries
Model, quota, and data permissions vary without a common policy.
Provider dependency
Workflows lack fallback routes when a provider is unavailable or changes policy.
Move from buying accounts to allocating governed capability
AIPay establishes a model catalog, provider boundaries, identity controls, and routing policies so capability follows business need.
Model catalog
Register cloud and local models, pricing, and intended use.
Resource pool
Allocate pooled capacity by team, project, and role.
Policy routing
Select models by quality, cost, latency, and data requirement.
Availability management
Configure fallback models and provider-change controls.
Typical deliverables
- Model and provider inventory
- Account and API access design
- Allocation and routing rules
- Administration and change process
Who this is for
- Organizations using multiple global models
- Procurement teams reducing idle subscriptions
- Business systems requiring model portability
Next step