Federated MCC resources
Coordinate authorized GPU, CPU, edge, secure-facility, and data-center resources across multi-compute clusters.
AI Labs FutureWorks The company
Capacitas creates a civilization layer across federated multi-compute cluster (MCC) resources. It connects authorized GPU, CPU, edge, secure-facility, data-center, energy, and network capacity so diverse substrates and agents can coordinate as one governed compute civilization while preserving local ownership and security boundaries.
Distributed compute becomes difficult to use as a coherent resource when facilities have different owners, substrates, authorization rules, and operating constraints.
Capabilities
Coordinate authorized GPU, CPU, edge, secure-facility, and data-center resources across multi-compute clusters.
Provide an organizing layer for diverse substrates and agents without treating every resource as an unrestricted shared pool.
Keep resource ownership, facility boundaries, and participation decisions visible as capacity is coordinated.
Illustrative application
Organizations coordinate authorized capacity across multi-compute clusters without treating every facility as one unrestricted pool. Workload needs, local boundaries, and the available substrate shape the federation.
Compute coordination that respects where resources live, who controls them, and which missions they are authorized to support.
This application describes product direction and an evaluation approach, not a completed customer deployment or independently validated performance.
Inside the company

Capacitas · Concept
Coordinate distributed capacity as a governed service.

Capacitas · Concept
Qualify, schedule, and account for distributed compute.

Capacitas · Concept
Bring qualified compute and AI closer to the mission.

Capacitas · Concept
Operate models and agents across qualified environments.

Capacitas · Concept
Keep data placement and movement within declared boundaries.

Capacitas · Concept
Deploy compute with direct control over facility and hardware.

Capacitas · Concept
Schedule eligible work within real energy constraints.

Capacitas · Concept
Connect infrastructure decisions to their operating evidence.

Capacitas · Concept
Operate distributed infrastructure as a coordinated fleet.
Connected ecosystem
Explore the complementary companies that connect Capacitas to the wider product journey.
ComputeThe verifiable civilization runtime for model governance, scheduling, optimization, and authorized compute federation.
EnergyAdvanced nuclear, directed-energy, solar, storage, and resilient power infrastructure.
AIArchetypal AI Research for emergent behavior and alignment; Guarded for operational governance, audit, compliance, and risk.
ComputeA resources and digital infrastructure venture connecting land, minerals, energy, and data-center development with the Capacitas federation.

Research note / Compute
A compute civilization must respect the ownership and authorization of participating resources.
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Studio perspective / Energy
Physical infrastructure belongs in the product conversation from the beginning.
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