Products/Vector Neural Mesh
Edge & Server AI InfrastructureKunji-OS Chunk: neural-mesh

Vector Neural Mesh

High-Throughput Heterogeneous LLM & Vision Pipeline

Concurrent Inferences240 streams
Quantization SupportFP16 / INT8 / INT4
Cluster Failover< 250ms
Deployment TargetBare Metal / Edge
System Modules

Engineering Architecture

Dynamic Model Sharding

Split multi-billion parameter architectures across memory pools on local clusters.

Deterministic Latency Scheduling

Strict queue priority for mission-critical inspection frames.

Entitlements & Pricing

Subscription Plans

Plans are provisioned with Kunji-OS hardware keys. Offline hardware hashes and subnet quotas are strictly enforced.

Edge Node Cluster

Standard industrial node deployment for factory and secure facility pipelines.

Rs 200,000/ month
Max: 10 Device(s) · 2 Approved Subnet(s)
  • Up to 10 Clustered Edge Nodes
  • Dynamic Stream Load Balancer
  • On-Premise Model Registry
  • Kunji-OS Node Handshake