Available nowCLIMCPHeadless
Optimization software for turning a supported decision model into a checked candidate solution, with execution planning included.
Inside SpinForge + AtlasOPTIMIZATION SOFTWARE + PERFORMANCE ENGINEERINGMORE FROM EVERY MACHINE.
SpinForge
Compute,
considered.
Drag the sculpture to change your perspective.
One platform for checked decisions, AI serving, and compute and data operations.
Choose yourstarting point
THE EXPANDED SPINFORGE PORTFOLIODiscover the products
Discover the products
behind the system.
11 PRODUCTS / 3 LAYERS
Browse all 64 entries SpinForge Synthesis
Existing products for differentiable optimization, scientific evaluation, algorithm improvement and the Recursive Engine.
SHARED ENGINE / APPLICATIONSDiscovery & Bench
Discovery Core powers AMDE and Bio. Bench separately provides certified Gset optimality.
GARMO SOLVERS 1.0.2The 21-solver suite
One garmo CLI, one garmo-mcp server and original-input result checking.
ONE SPINFORGE PLATFORMStart with the outcome.
Start with the outcome.
Bring the right capabilities.
Checked decisions. Better AI serving. Connected compute and data operations. One platform agreement, with compatible methods and the shared foundation included in the qualified workflow.
01 / CUSTOMER STARTING POINT
Checked Decisions
Produce, explain, repair and revise a constrained plan with evidence tied to the original model.
Explore the configuration ↗02 / CUSTOMER STARTING POINTAI Serving
Improve useful throughput, memory use or latency at an accepted model-quality target.
Explore the configuration ↗03 / CUSTOMER STARTING POINTCompute & Data Operations
Connect work execution, retained state and resource allocation within a defined operating boundary.
Explore the configuration ↗04 / CUSTOMER STARTING POINTDiscovery & Computational Design
Use the synthesis family and discovery applications for candidate design, physics-grounded scoring and computational improvement.
THE ADVANTAGE BETWEEN THE PRODUCTSOptimize the work.
Optimize the work.
And what it takes.
The decision, the information and the machine can be considered together. Explore six cross-product opportunities to avoid unnecessary work or unlock a better operating configuration.
S1
Joint workload & machine optimization
Find useful combinations that separate product tuning can miss.
S2Decision-sensitive computation
Spend effort where additional information can change the accepted decision.
S3Checked computational memory
Retain useful work together with the conditions under which it can be reused.
S4Options, flexibility & recourse
Compare useful future responses—not only today’s winning score.
S5Cross-domain exact reformulation
Change how an admitted problem is represented while retaining its original meaning.
S6Checked improvement feedback
Learn from authorized work without giving a prediction the authority of a proof.
Proposed integration pathways around existing products. Gains require matched customer-workload evaluation; the products remain independently available.
DECISION PROGRAMSA useful outcome.
A useful outcome.
A defined delivery.
Commission the model, integration and acceptance work needed for your task. Existing products stay independently available.
01 / Scoped customer program
Explore decision programs Explain & repair a constrained plan
Commission one supported decision model, a scoped conflict analysis and a comparison of permitted repairs.
02 / Scoped customer programMaintain a recurring decision
Commission a revision-aware workflow that keeps models, assumptions, results and evidence connected as inputs change.
03 / Scoped customer programImprove a computational workflow
Commission a bounded performance improvement with source identity, numerical acceptance and the appropriate checking evidence.
ALL 64 PRODUCTS AVAILABLE
Your terminal.
Your agents. Your workflows.
CLIMCPHeadless
Explore access A DIFFERENT KIND OF LEVERAGE
More power isn't
always the answer.
Better decisions are.
What gets routed. Where memory lives. Which method solves the problem. The choices behind computing are the work of SpinForge.
Seven applications, fifteen mathematical tools and four AI-infrastructure products. Alongside native constraint search, structure-aware optimization and specialist engineering for your environment.
The company behind the softwareBEYOND A SINGLE RESULTYour work.
Your work.
More ways forward.
Keep your existing software. Add the computation, checking or integration that makes the next step more useful.
THE COMPLETE OFFERINGMore ways
More ways
to move forward.
Start with the capability you need. Build a deeper workflow when the work calls for it.
01
Applications
Seven precise tools for optimization and AI serving.
02Forge15
Fifteen GPU tools, each with a separate result check.
03AI infrastructure
State, multi-tier memory, compute fabric and agent work.
04Engines & solvers
GARMO UCS, GarmoForge, UNISOLVE and the released 21-module Garmo Solvers suite.
05Engineering
A defined improvement, implemented and evaluated.
06Deploy & evolve
Integration, continuing engineering and OEM partnerships.
START WITH WHAT YOU NEEDFirst, a useful tool.
First, a useful tool.
Then, what comes next.
Explore one product. Put a workflow into production. Add engineering when the work calls for it.
See plans & scopeExploreFree14-day evaluation↗Developer$1,000/ month↗Production$4,000/ month↗Team$8,000/ month↗Scale$12,000/ month↗
Customer-hosted software. Infrastructure is separate. Compatible scope confirmed before activation.
THE APPLICATIONSDifferent work.
Different work.
Distinct instruments.
From the decisions you make to the models you serve. Find the software for the part that matters.
Available nowCLIMCPHeadless
Expert-routing and load-balancing software for mixture-of-experts AI serving.
Inside SpinRouteAvailable nowCLIMCPHeadless
KV-cache and memory-tier placement software, supplied with a service interface and a vLLM integration hook.
Inside SpinMemAvailable nowCLIMCPHeadless
GPU kernel autotuning and code-generation software for supported Triton tile configurations.
Inside SpinKernelAvailable nowCLIMCPHeadless
GPU scheduling software that brings resource-placement policies, attestation and deployment records into the allocation workflow.
Inside SpinSovereignAvailable nowCLIMCPHeadless
AI-performance assessment software that profiles a workload, prioritizes optimization changes and checks their effect on model quality.
Inside SpinProofAvailable nowCLIMCPHeadless
KV-cache compression and direct-decode software for supported long-context LLM serving.
Inside SpinCacheBETTER TOGETHER
Certified long-context inference.
SpinCache brings compression. SpinProof checks its effect on your model. Available together, with each application also licensed individually.
Discuss the combined offerFORGE15 / THE MATHEMATICAL TOOLSCompute quickly.
Compute quickly.
Check independently.
From a lattice basis to a billion-edge graph. Fifteen tools across five disciplines, with exact, numerical and statistical checks kept distinct.
AI INFRASTRUCTUREThe layers around
The layers around
intelligent work.
Four separate products for the state, memory, resources and operations that AI workloads depend on.
StateForge
Available nowCLIMCPHeadless
A GPU-native persistent-state engine connecting supported live-data, computation, indexing, transaction and persistence workflows.
KX MemoryForge
Available nowCLIMCPHeadless
A multi-tier LLM KV-cache runtime for compressing, offloading and restoring cache in a supported memory and storage environment.
GridForge
Available nowCLIMCPHeadless
AI compute-fabric planning software that maps workloads against power, cooling, memory, network and silicon resources.
AgentForge
Available nowCLIMCPHeadless
An operating layer for generating, scheduling, validating, storing and replaying agentic-AI workloads across CPU/GPU infrastructure.
THE METHOD MATTERSNot every problem
Not every problem
needs the same engine.
Use a core engine directly. Or qualify a coordinated workflow around the structure of your problem.
SpinForge + Atlas
Available nowCLIMCPHeadless
Optimization software for turning a supported decision model into a checked candidate solution, with execution planning included.
GARMO UCS
Available nowCLIMCPHeadless
A native constraint-search engine for supported logical, integer and engineering decision models.
GarmoForge
Available nowCLIMCPHeadless
Structure-aware optimization software for selecting a supported solving approach and improving or repairing candidate decisions.
UNISOLVE
Available nowCLIMCPHeadless
A native solver library, headless command-line program and MCP server that accepts supported models, selects compatible engines and independently checks accepted answers.
21 modules in Garmo Solvers 1.0.2, with shared access and original-input checks.
Explore the solver catalogUNISOLVE / REPORTED 82-PROFILE CANDIDATEThe model stays.
The model stays.
The meaning is clear.
One solve-any entry point. The current 0.16.1 source G reports 82 profiles, 65 entry functions and current installed-package evidence. Broader supported scheduling, exact mathematics and LinearSession reoptimization. Accepted answers receive solver-specific and generic checks.
Inside UNISOLVEPERFORMANCE ENGINEERINGThe software.
The software.
And the work around it.
License a product, commission an implementation or reserve a team for continuing optimization.
01$50,000–$100,000one-time program02$150,000–$500,000one-time program03$150,000–$350,000one-time program04$100,000–$350,000one-time program05$200,000–$500,000one-time program06$250,000–$750,000one-time program07$250,000–$750,000one-time program08$150,000–$500,000one-time program
Performance Assessment
Establish a reproducible baseline, locate costly bottlenecks and define the implementation plan.
AI Inference & Long-Context Acceleration
Improve a defined serving workload’s latency, throughput, memory use or cost under accepted quality requirements.
Mixture-of-Experts Routing
Evaluate and improve routing and load balance in a supported mixture-of-experts environment.
GPU Kernel & Pipeline Acceleration
Profile a computational pipeline, tune or replace its bottleneck kernels, and deliver tested implementation changes.
GPU Scheduling & Infrastructure
Implement a resource-allocation workflow addressing capacity, placement restrictions, scheduling and operating policies.
Custom Decision-Optimization Systems
Translate a real planning problem into a supported formulation, integrate customer data and deploy a usable decision workflow.
EDA & Engineering-Workflow Optimization
Improve a defined partitioning, routing or other supported optimization task inside an existing engineering environment.
Hardware & Runtime Migration
Port a supported workload to a specified execution environment and verify correctness and performance on the target.
ON YOUR TERMS
Your stack.
Your rules.
License a capability. Deploy a complete workflow. Or embed supported technology inside your own product. The scope follows the work.