WINNOVATION SDN. BHD. delivers AISP — the Agent Inference Station Platform. A cloud-native architecture of "Cloud Brain + Distributed Edge Executors" that brings secure, low-latency AI Agent inference to enterprises across Malaysia and ASEAN.
WINNOVATION SDN. BHD. is a Malaysian private limited company incorporated in Petaling Jaya, Selangor. Our registered business is the provision of information technology services — spanning web portals, hosting and data processing infrastructure, and related IT service activities.
Our core product is AISP (Agent Inference Station Platform) — an enterprise AI Agent inference platform that combines a cloud "brain" with distributed edge "executors", enabling organisations to run intelligent agents securely inside their own premises while retaining cloud-scale intelligence.
One platform, six core engine modules. Click any module to view its details.
Geo-aware, complexity-scored request routing between edge nodes and cloud, with automatic Cloud Fallback under high load.
View details →Zero-Trust isolation, on-premise RAG knowledge bases and sandboxed tool execution inside Micro-VMs.
View details →Prefix caching, dynamic batching and multi-LoRA serving on vLLM/SGLang for maximum GPU throughput.
View details →OpenAI-compatible APIs, ReAct tool-call tracing, agent observability panels and SDKs.
View details →vGPU/MIG slicing, token metering, overflow billing and strict per-tenant data isolation.
View details →ZTP zero-touch provisioning, OTA model updates, health inspection and automated ops for distributed nodes.
View details →Explore the AISP Portal or talk to our team about an on-premise pilot.