Full-Stack Infrastructure for Sovereign Intelligence
From kernel-level tensor decomposition to global GPU cluster orchestration and Model Context Protocol (MCP) tool execution, TensorFact delivers unmatched performance and cost efficiency.
TensorFact Engine
A ground-up high-throughput inference and training engine designed for trillion-parameter and Mixture-of-Experts (MoE) neural architectures.
Low-Rank Factorization
Splits dense weights into optimized factor matrices r(TS + D2D1), slashing memory bandwidth bottlenecks.
Continuous Paged KV Cache
Dynamic non-contiguous memory allocation eliminating internal fragmentation with 90% cache reuse.
AWQ FP8 & INT4 Kernels
Hardware-accelerated quantization preserving 99.8% precision with 2.4x lower latency.
Speculative Draft Decoding
Parallel multi-token verification delivering up to 65+ tokens per second per user stream.
TensorFact MCP Hub & Tool Mesh
The industry's first managed Model Context Protocol (MCP) server registry and gateway. Connect autonomous LLMs to enterprise data sources, code execution environments, and physical APIs seamlessly.
- 01. Dynamic Capability Discovery: AI models query connected MCP servers at runtime to discover available tool schemas, prompts, and streaming data feeds.
- 02. Isolated Sandboxed Execution: Run Python, Bash, SQL, and WebAssembly code in ephemeral micro-VMs with zero host exposure.
- 03. Stateful Context Virtualization: Retain complex multi-step reasoning traces across 128k context windows without token re-ingestion costs.
- 04. Role-Based Access Control (RBAC): Granular permissions per agent, per tool, and per dataset with immutable cryptographically signed audit trails.
Bare-Metal GPU Cloud
Direct hardware access with no virtualization penalty. Liquid-cooled clusters provisioned in seconds.
NVIDIA Blackwell B200
- • 141 GB HBM3e Memory
- • 4.80 TB/s Memory Bandwidth
- • NVLink 5.0 (1.8 TB/s)
- • Submersion Liquid (PUE 1.06)
- • 99.999% SLA Guaranteed Uptime
NVIDIA Hopper H200
- • 141 GB HBM3e Memory
- • 4.80 TB/s Memory Bandwidth
- • NVLink 4.0 (900 GB/s)
- • Direct Liquid Cold Plate
- • 99.999% SLA Guaranteed Uptime
NVIDIA Hopper H100 SXM5
- • 80 GB HBM3 Memory
- • 3.35 TB/s Memory Bandwidth
- • 3.2 Tbps Quantum-2 IB
- • Direct Liquid Cold Plate
- • 99.999% SLA Guaranteed Uptime
Apple Silicon M5 Max Cluster
- • 128 GB Unified Memory
- • 0.80 TB/s Memory Bandwidth
- • 100 Gbps Ultra-Mesh
- • High-Efficiency Active Air
- • 99.999% SLA Guaranteed Uptime