SpinForgeA Garmo Labs CompanyDiscuss a workload
AI INFRASTRUCTURE / FOUR PRODUCTSThe full offering

Beyond
the solve.

Persistent state. Multi-tier cache. Compute-fabric planning. Agent workloads. Four operating layers around AI infrastructure, separate from the Forge15 tool family.

Discuss your infrastructure

Available nowAll four infrastructure products are available with CLI, MCP and headless access.

View interfaces
01
GPU-NATIVE PERSISTENT STATE

StateForge

Available nowCLIMCPHeadless

A GPU-native persistent-state engine connecting supported live-data, computation, indexing, transaction and persistence workflows.

02
MULTI-TIER KV-CACHE RUNTIME

KX MemoryForge

Available nowCLIMCPHeadless

A multi-tier LLM KV-cache runtime for compressing, offloading and restoring cache in a supported memory and storage environment.

03
AI COMPUTE-FABRIC PLANNING

GridForge

Available nowCLIMCPHeadless

AI compute-fabric planning software that maps workloads against power, cooling, memory, network and silicon resources.

04
AGENTIC WORKLOAD OPERATIONS

AgentForge

Available nowCLIMCPHeadless

An operating layer for generating, scheduling, validating, storing and replaying agentic-AI workloads across CPU/GPU infrastructure.

RELATED, NOT INTERCHANGEABLE

Separate responsibilities.
Considered integrations.

These are not four more optimization solvers. Each has its own deployment role, runtime requirements and qualification scope.

MEMORY

Decide. Compress. Move.

SpinMem optimizes placement. SpinCache compresses and decodes. KX MemoryForge adds its own multi-tier cache runtime. Their shared vocabulary is not proof of a completed integration.

RESOURCES

Plan the fabric.
Schedule the work.

GridForge models power, cooling, memory, network and silicon. SpinSovereign handles policy-aware GPU scheduling. An integrated handoff needs its own acceptance plan.

AGENT WORK

Run the work.
Keep its state.

AgentForge operates workloads and replay. StateForge addresses live and persistent GPU-owned data. Permission, recovery and replay semantics stay explicit.

COMMERCIAL SCOPE

License a layer.
Or integrate a workflow.

New infrastructure products are quoted by proposal. Select the runtime, deployment environment, integration and support you actually need.

WHOLE-SYSTEM OPTIMIZATION

The connection
can change the result.

Joint configuration, decision-sensitive computation, checked memory, useful future options, exact reformulation and evidence-led improvement. Explore the role of every product and agree a matched system evaluation.

Customer-specific integration opportunities—not added software entitlements or universal performance claims.

YOUR NEXT MOVELET’S MAKE IT COUNT

Put it
to work.

One capability. A connected workflow.
A team to put it into practice.

patrick@garmolabs.com

FIND YOUR CAPABILITY