Neural Inference Engine — v5.0

Helio AI®
Sub-Second Generative Synthesis & Inference

Helio AI orchestrates dedicated GPU clusters running TensorRT-LLM and custom quantized kernels, delivering sub-10ms time-to-first-token generation for real-time generative applications.

"Sub-second inference at enterprise scale."

Sub-10ms TTFT vLLM & TensorRT Private Weights Fine-Tuned

Performance Metrics

Zero GPU Cold Starts, Infinite Scale

Sub-10ms Time-To-First-Token

Speculative decoding and continuous batching yield responses before the user's keystroke animation completes.

• 8.4ms Measured TTFT

Proprietary Quantized Kernels

Runs FP8 and AWQ 4-bit precision models with near-zero perplexity loss, halving VRAM requirements and operational costs.

• 50% Cloud GPU Cost Cut

Private Weights Fine-Tuning

LoRA and full-parameter fine-tuning pipelines adapted to internal proprietary databases, compliance rules, and trade secrets.

• Your Weights, Your VPC

Global Edge Anycast Routing

Requests automatically route to the nearest low-latency GPU cluster across 14 global availability zones with automated failover.

• 99.99% Guaranteed SLA

Helio AI® Sub-Second Generative Synthesis & Inference