Complete Local AI Systems

Turnkey Hardware + Optimized OS + Curated Models + Knowledge Library
Multiple Language models capable of running offline simultaneously

50x
Faster First Token
90%
Cost Reduction
100%
Data Privacy
Requests/Day
$

Your Qalarc System Includes

Everything you need for production-ready local AI

🖥️
Custom-Built Hardware

Professional assembly and testing of 256GB or 512GB systems. Burn-in tested, quality assured, ready to deploy.

⚙️
Optimized Linux OS

Pre-configured and tuned for AI workloads. All dependencies installed, system optimized, security hardened.

🤖
Model Library

Pre-loaded Llama 405B, 70B, CodeLlama, Mixtral. Quantized and optimized. Ready to run.

📚
Offline Knowledge Base

Full Wikipedia, technical documentation, curated datasets. No internet required for inference.

📊
Management Dashboard

Web UI and CLI tools for monitoring, updates, model management. Full system control.

📖
Documentation & Support

Setup guides, video tutorials, 90-day support. Get up and running fast.

Three Deployment Options

🚀 Turnkey Hardware

Complete system shipped ready-to-deploy. Plug in and go.

💻 Software Package

Install on your hardware with our setup and support.

🏢 Enterprise Custom

Bespoke deployments with white-glove service.

Micro Desktop Systems

PRIVACY
100% Local
SPEED
40 tok/sec
COST
$4K once
MODELS
405B/671B
SIZE
Desktop

Model Performance

10ms
First Token Latency
35-45
Words/Second
100%
Uptime (Local)
Requests/Day

First Token Response Time

10ms
Qalarc
Instant response
500ms
OpenAI Enterprise
50x slower
1.2s
GPT-4 API
120x slower
1.9s
Claude API
190x slower

Available Models

Llama 70B

Comparable to GPT-3.5, runs at 35-45 tokens/sec locally

CodeLlama 70B

Similar quality to GitHub Copilot, fully offline

Mixtral 8x7B

GPT-3.5 level performance, very efficient on local hardware

Qwen 72B

Exceeds GPT-4 on many math benchmarks, runs locally

Llama 405B

Outperforms GPT-4 on many benchmarks, needs 203GB+ RAM, 4-6 tokens/sec

DeepSeek 671B

State-of-the-art performance, needs 335GB+ RAM, 2-3 tokens/sec

Custom Fine-tuning

Train models on your specific data and use cases

ROI Calculator

Your Savings Analysis

Use Case Examples

💡
AI Startup

1M tokens/day = $900/month cloud costs
Our cost: $43/month electricity
Break-even: 2 months

🏥
Healthcare

HIPAA compliance impossible with cloud
Our solution: 100% on-premise
Value: Priceless

🏢
Enterprise

24/7 operations = $5000/month cloud
Our cost: $75/month electricity
Break-even: 1 month

# Cost Breakdown Sources:
• OpenAI GPT-4: $30/1M tokens (source: openai.com/pricing)
• Anthropic Claude: $24/1M tokens (source: anthropic.com/pricing)
• Electricity: $0.12/kWh US average (source: EIA.gov)
• System Power: 500W (256GB), 750W (512GB)

The AI-OS Revolution

Your server comes alive. It thinks, manages, and evolves.

Not just software on hardware - but a living, learning system that runs your world.

📁

Intelligent File Management

AI organizes your entire filesystem automatically. Finds anything instantly.

⚙️

Self-Optimizing Performance

Tunes itself for maximum speed. Allocates resources intelligently.

🤖

Autonomous Agent Spawning

Creates specialized workers as needed. Manages its own workforce.

🔧

Self-Healing System

Detects and fixes problems automatically. Never goes down.

🧠

Continuous Learning

Gets smarter over time. Adapts to your patterns and needs.

🏠

Personal AI Hosting

Host AI personas for your family. Access from anywhere on any device.

Your AI Learns YOUR Business

🎯 Custom Training

  • ✓ Your documentation
  • ✓ Your codebase
  • ✓ Your processes
  • ✓ Your business rules

🧠 Deep Context

  • ✓ Knows your customers
  • ✓ Understands products
  • ✓ Learns workflows
  • ✓ Adapts to your style

⚙️ Full Automation

  • ✓ Customer support
  • ✓ Code development
  • ✓ Inventory management
  • ✓ Business decisions

Deployment Options

🏢
On-Premise

Hardware shipped to your location. Complete ownership and control.

☁️
Private Cloud

We host and manage privately for you. Your data stays isolated.

🔌
API Access

Use our infrastructure while keeping your data private.

Why Local AI?

🔒 Privacy

Your data never leaves your premises

✅ Compliance

HIPAA, GDPR, SOC2 by default

⚡ Speed

No network latency, instant responses

🎯 Control

Your models, your rules, your IP

💰 Cost

One-time purchase vs endless bills

💻 CLI First

Native terminal integration for developers

Ready to Deploy AI Locally?

Join the waitlist for early access and priority deployment

About Qalarc

The Name

Qalarc combines multiple meanings:

  • Qal (קל) - Hebrew for "lightweight" or "easy"
  • QAL - Quantised Agents Local (our core technology)
  • Arc - A secure collection, like Noah's Arc protecting precious cargo

Together: "Lightweight Quantised Agents Local, secured like an Arc"

The Problem

Cloud AI is expensive, slow, and forces you to send your data to third parties. Mac Studio costs $7,000 but maxes out at 192GB RAM - insufficient for 405B models. DIY local AI requires months of configuration, testing, and troubleshooting.

Our Solution

We deliver complete, production-ready AI systems. Not just hardware - we build it, configure the OS, load the models, integrate knowledge bases, test everything, and ship it ready to deploy.

What Makes Us Different

  • Turnkey Systems - Hardware + OS + Models + Knowledge in one package
  • Professional Assembly - Burn-in tested, quality assured
  • Pre-configured Software - Optimized Linux with AI stack ready
  • Models Included - Llama 405B, 70B, CodeLlama pre-loaded
  • Offline Knowledge - Wikipedia, technical docs integrated
  • Production Ready - From unboxing to deployment in hours

The Science

Three breakthrough technologies enable our systems:

Q4 Quantization

Reduces model size by 75% with minimal quality loss. Llama 405B fits in 200GB instead of 800GB, enabling deployment on consumer hardware.

System RAM > GPU VRAM

Large models run efficiently on system RAM without expensive GPUs. Our 256GB systems outperform $7K Mac Studios that can't run 405B models at all.

Local Inference

10ms first token (vs 500ms cloud), unlimited throughput, zero network dependency. Your data never leaves your premises - HIPAA/GDPR compliant by design.

Our Process

1.

Consultation

Understand your use case, requirements, and constraints

2.

Hardware Selection

Custom spec or standard 256GB/512GB configurations

3.

Professional Assembly

Build and burn-in test for reliability

4.

Software Setup

Install OS, optimize for AI workloads, load models

5.

Knowledge Integration

Load offline Wikipedia, technical docs, custom datasets

6.

Quality Assurance

Full system testing and validation

7.

Delivery & Support

Shipped ready-to-deploy with setup assistance and 90-day support

Our Mission

Make powerful local AI accessible to everyone. Not just for tech giants - for startups, clinics, researchers, and businesses who value privacy, control, and independence.

Get Started with Qalarc

Ready to deploy local AI? Contact us for a consultation or demo.

Or email us directly at: team@qalarc.com

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