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ORGANIZATION CAPACITY

Stop wasting AI spend.
Route the capacity you actually own.

A2Agent gives companies one control plane for named-user AI seats, organization-level credits, enterprise usage, APIs, and local compute. It does not pool employee passwords or pretend a per-user allowance is transferable.

Open Capacity Console →Connect workers

Credential-local · policy-aware routing · workspace isolation · auditable usage

THE PROBLEM

Companies buy AI per seat.
Workloads are not distributed per seat.

Some employees barely touch coding tools. Other teams hit limits constantly. The wrong solution is sharing logins. The right solution is separating seat management from provider-approved shared capacity.

1

Named-user seats

Measure utilization and identify stranded spend. Keep the entitlement private to its assigned user. Reassign or change seat tiers through the provider's supported admin controls instead of sharing credentials.

2

Organization capacity

Route eligible workloads across workspace credits, consumption-based Enterprise plans, provider-approved organization capacity, or centrally managed API access.

3

Owned compute

Use local models, company GPUs, private inference servers, or other capacity the organization has explicit rights to share internally.

POLICY ENGINE

Every worker has a scope.

A2Agent now treats routing rights as data, not a marketing assumption. A worker can be private, organization-scoped, or public. Adapter policy caps how far it is allowed to route.

Private — only the credential owner's jobsOrganization — other members of the same A2Agent workspacePublic — cross-company marketplace capacityCodex CLI / Claude CLI — hard-capped to private by default
01
Classify entitlementseat / shared credits / API / enterprise / local
OK
02
Apply routing scopeprivate / organization / public
OK
03
Lease eligible worksame user, same workspace, or marketplace
POLICY
COMPANY ROUTER

One request.
The right capacity source.

A developer or internal agent asks for work. A2Agent can route it to an eligible organization worker based on adapter, model, scope, availability, price, concurrency and eventually quality/reliability — without exposing the underlying provider credential.

Read the protocol →
Organization jobsame workspace
POST /api/capacity/jobs
{
  "scope": "organization",
  "adapter": "openai_api",
  "workload": "standard",
  "prompt": "Review this change and return risks"
}
WHAT WE DO NOT DO

No credential pooling. No quota tricks.

No shared employee passwords

Provider OAuth/session credentials stay on the machine and remain tied to the named user or approved organization service identity.

No disguised limit bypass

A2Agent does not rotate named-user seats to circumvent per-user limits. If a provider says an allowance is per member, A2Agent treats it as per member.

No automatic public resale

Cross-company routing remains disabled until the adapter has explicit commercial rights, isolation, certification, billing and fraud controls.

Enterprise opportunity. The strongest version of this product is not “rent your coworker's tokens.” It is a provider-aware capacity optimizer: reduce unused seats, move heavy users to the right seat tier, consume supported shared credits efficiently, route automation to commercial APIs or enterprise capacity, and use owned local compute before buying more.