More useful
compute, per request.
Connect expert routing, cache placement, compression, kernel tuning and evaluation around your accepted serving workload.
Discuss the workloadA starting point.
Not a compulsory bundle.
These are possible combinations. The supported interfaces, execution route and final acceptance model are agreed for the deployment.
SpinRoute
Expert-routing and load-balancing software for mixture-of-experts AI serving.
ApplicationSpinMem
KV-cache and memory-tier placement software, supplied with a service interface and a vLLM integration hook.
ApplicationSpinKernel
GPU kernel autotuning and code-generation software for supported Triton tile configurations.
ApplicationSpinProof
AI-performance assessment software that profiles a workload, prioritizes optimization changes and checks their effect on model quality.
ApplicationSpinCache
KV-cache compression and direct-decode software for supported long-context LLM serving.
AI INFRASTRUCTUREKX MemoryForge
A multi-tier LLM KV-cache runtime for compressing, offloading and restoring cache in a supported memory and storage environment.
AI INFRASTRUCTUREAgentForge
An operating layer for generating, scheduling, validating, storing and replaying agentic-AI workloads across CPU/GPU infrastructure.
Scope the work.
Measure the outcome.
Agree the original workload, constraints, quality and comparison baseline. Choose the supported implementation and review the complete end-to-end result.