PRODUCT: NOVA ENGINE

Nova Engine: The Performance Maximizer

A C++/CUTLASS-based engine for kernel optimization and inference orchestration—reducing framework overhead ('Software Tax') and pushing utilization toward peak under measurable conditions. We connect reproducible benchmarks and pilots to production serving on Google Cloud.

Request Pilot / Assessment Explore Features

Inference Pipeline Visualizer

Latency ↓Throughput ↑Utilization ↑

1. Request Ingress
Prompt · Context input
2. Tokenize · Batch
Normalize · Build batches
3. Scheduling
Prefill/Decode split · Queueing
4. Kernel Optimization
Fusion · reduce memory traffic
5. Token Streaming
Stream response · Post-process

Key Notes

Separate bottlenecks by stage and boost throughput via scheduling, caching, and kernel tuning.

Prefill/Decode · Per-stage bottleneck separation

Scheduler · Maximize device utilization

Kernel Tuning · Fusion · reduced memory traffic

KV Cache · Reuse · faster token processing

Nova Engine (Low-level)

An optimization layer that bypasses Python-level overhead to control hardware directly via Tensor Core programming.

CUTLASS-based Tensor Core programming
High-performance C++/C kernel engineering
Eliminating 'Software Tax' to maximize TFLOPS

Kernel Optimization Services

We help teams hit performance ceilings with profiling-driven, production-ready kernel engineering.

Profiling, roofline analysis, and bottleneck isolation
Custom kernels from C/C++ baselines to Tensor Cores
Throughput/latency/$ improvements for inference

Start Measuring Your Performance

Join a Nova Engine pilot or assessment to quantify your workload and align quickly on an improvement plan.

* Detailed benchmark environments (infrastructure/hardware configs) and results are available under NDA.

Inquire for Pilot