Edge LLM Solutions
Run large language models locally or on client devices to eliminate latency and cloud API costs.
Focus & Vision
Sending data to third-party cloud APIs introduces latency, security risks, and unpredictable costs. Edge LLM Solutions bring inference directly to the source. Knovik optimizes and deploys specialized language models on your local servers, edge gateways, or consumer hardware (mobiles/laptops).
Key Features
What we deliver to scale your business
Overview
Strategic implementation & execution
We take open-weights models and apply state-of-the-art compression techniques (quantization, pruning, and distillation) to fit them into small memory footprints without significant loss of accuracy, enabling rapid local execution.
Our Expertise
The technologies & systems we leverage
Our engineers optimize models for Apple Silicon (CoreML), NVIDIA Jetson, Android (Qualcomm AI Stack), and local server clusters using Llama.cpp and ONNX Runtime.
Why Partner With Us
Our operational advantages
Sub-Millisecond Latency
Designed and built to optimize efficiency, security, and continuous delivery in the digital space.
Zero Cloud Inference Bills
Designed and built to optimize efficiency, security, and continuous delivery in the digital space.
Absolute Data Privacy
Designed and built to optimize efficiency, security, and continuous delivery in the digital space.
Frequently Asked Questions
Got questions? We have answers
Ready to Scale Your Business?
Our expert team is ready to build the next-generation systems your business deserves. Schedule a strategy call today.