Local LLM Deployment Agency

Secure, Private Local LLM Deployments

We deploy Llama 3, Mistral, and DeepSeek on your local servers and private cloud instances using Ollama and vLLM — eliminating external API fees and protecting your data.

Get a Free Audit Book a Strategy Call

Direct Desk: ai@trustoryx.digital

vLLM

Serving Engine

100%

Data Privacy

Zero

API Invoices

CUDA

GPU Accelerated

Growth Obstacles

Problems This Solves

Sending confidential corporate data, patient health records, or legal filings to external APIs violates security and compliance mandates.

Uncapped OpenAI or Anthropic API bills make scaling AI search systems and chatbots across thousands of active users cost-prohibitive.

External API service outages interrupt critical operational pipelines and customer-facing chat solutions.

Struggling to configure GPU hardware, install CUDA drivers, compile model weights, and set up local server APIs.

Methodology

Our Proven Process

Hardware Audit & GPU Select

We analyze VRAM capacities and recommend GPU servers or cloud instances (AWS/RunPod).

Ollama & vLLM Setup

We install inference engines on server nodes, configuring CUDA GPU acceleration.

Weight Quantization

We select model sizes and quantize weights (GGUF/AWQ) to optimize VRAM footprints.

Local API wrapper coding

We write secure local REST APIs in FastAPI to bridge local models to your systems.

VPC Security & Routing

We isolate LLM servers inside secure private networks with Nginx load balancing.

Hardware Audit & GPU Select

We analyze VRAM capacities and recommend GPU servers or cloud instances (AWS/RunPod).

Ollama & vLLM Setup

We install inference engines on server nodes, configuring CUDA GPU acceleration.

Weight Quantization

We select model sizes and quantize weights (GGUF/AWQ) to optimize VRAM footprints.

Local API wrapper coding

We write secure local REST APIs in FastAPI to bridge local models to your systems.

VPC Security & Routing

We isolate LLM servers inside secure private networks with Nginx load balancing.

Scope of Work

What's Included

GPU hardware specifications and private cloud hosting blueprints

Automation scripts to install CUDA drivers, Ollama, and vLLM engines

Quantized model files optimized for target GPU memory profiles

FastAPI or Node.js REST API adapters mapping schemas to standard formats

Nginx reverse proxy configurations with rate-limiters

Production-ready Docker Compose environment scripts

30-day post-launch GPU usage monitoring and throughput optimization support

Growth Targets

Expected Results

100% offline data processing ensuring complete privacy for corporate files

Flat infrastructure hosting bills instead of unpredictable variable API invoices

Fast token generation speeds matching commercial API outputs

Complete system independence avoiding third-party server downtime errors

Full compliance matching strict regulatory limits (HIPAA, GDPR, SOC2)

Tech Stack

Technologies We Master

Ollama

vLLM

Python

FastAPI

CUDA

Docker

Nginx

PGVector

Exhaustive Solutions

Comprehensive Capabilities

We don't just scratch the surface. Here is a detailed breakdown of everything we can engineer, optimize, and execute for your business.

Ollama Linux Deployments

Configuring Ollama instances on server nodes, managing driver paths and system service bindings.

vLLM PagedAttention Tunings

Optimizing GPU memory mappings using vLLM to scale concurrent user chat streams.

Model Weight Quantizations

Converting large models into GGUF or AWQ bit formats to preserve precision while saving GPU memory.

Custom FastAPI Wrappers

Writing API layers that match standard schemas, allowing drop-in replacements for third-party endpoints.

Multi-GPU Load Balancing

Orchestrating Nginx routing schemes to distribute model inference loads across server GPU units.

On-Premise RAG Databases

Wiring offline LLMs to secure PGVector databases to enable private document querying.

Specialized Focus

Specialized Services

Explore our specialized engineering teams and tailored solutions for this domain.

AI & Automation

AI-powered digital systems solutions.

RAG & Vector Databases

Vector database indexing architectures.

OpenAI Integrations

OpenAI API connections.

Python Development

High-performance Python engineering.

Transparent Pricing

Investment Plans

Transparent pricing with no hidden fees. Every plan includes dedicated support and monthly reporting.

Single GPU Setup

$4,500USD · USD fallback/starting

Single machine configuration, Ollama engine setup, deployment of an 8B model (Llama 3/Mistral), and local REST API.

Ollama engine configuration

Llama 3 or Mistral 8B setup

CUDA GPU drivers alignment

Local REST API endpoint

Standard chat UI integration

Single GPU optimization

14-day post-launch support

Basic API logging wrapper

Deploy Single GPU

High-Throughput vLLM

$10,000USD · USD fallback/starting

vLLM installation, AWQ weight quantizations, multi-GPU orchestration, PagedAttention configuration, and load balancing.

Includes all Single GPU features

vLLM high-speed serving engine

AWQ model quantizations setup

Multi-GPU node orchestration

PagedAttention tuning setup

Nginx load balancer config

30-day active design support

Performance logging panel

Deploy vLLM System

Enterprise Private AI

$20,000USD · USD fallback+/project

On-premise hardware setup, local vector database (PGVector), full offline RAG document query pipeline, and SLA support.

On-prem hardware setup consults

Up to 70B parameter models setup

Offline RAG ingestion pipeline

Local PGVector database setup

Dedicated weekly strategy calls

SLA-backed priority response times

60-day post-launch support

24/7 Slack developer channel

Build Private AI

All plans are month-to-month with no long-term contracts. Custom enterprise plans available.Contact us for a tailored proposal.

Why Trustoryx

Why Choose Us

No Long-Term Contracts

Month-to-month engagements. We earn your business every single month.

Dedicated Team

A named strategist, not a rotating cast of juniors. Consistent point of contact.

Revenue-Focused

We report on revenue impact, not vanity metrics. Every dollar is attributed.

Rapid Execution

Strategy in week 1. Execution by week 2. Results tracked from day one.

Support

Frequently Asked Questions

Local LLMs guarantee complete data safety since no text leaves your network. They also substitute variable API usage fees with predictable infrastructure hosting costs.

An 8B model requires at least 8GB-12GB VRAM (e.g., RTX 4060/4090). A large 70B model requires multiple GPUs with 48GB+ VRAM (e.g., A100/H100).

vLLM is an ultra-fast LLM serving library. It uses PagedAttention to optimize GPU memory footprint, enabling up to 10x higher serving throughput.

For structured data parsing, classification, local text retrieval, and semantic search, models like Llama 3 8B and 70B match commercial API capabilities when properly prompt-tuned.

Ready to Get Started?

Start with a free audit. We'll analyze your current performance and show you exactly where the growth opportunities are.

Free Audit Book a Call

Or email our dedicated desk: ai@trustoryx.digital