Privacy-First AI Deployment

Your Data Never Leaves Your Infrastructure

Deploy Small Language Models on-premise, at the edge, or in air-gapped environments. Zero data egress. Sub-millisecond latency. Complete data sovereignty.

0
Data Egress
<10ms
Inference Latency
100%
Offline Capable
1/10th
Resource Usage

The Problem

Cloud AI Isn't Always the Answer

Your most sensitive data can't leave your network. Regulatory requirements demand data sovereignty. Latency from cloud round-trips kills real-time applications.

Traditional cloud LLMs require sending data externally, creating compliance risks and performance bottlenecks. For many organizations, this is simply not an option.

The Solution

Deploy Small Language Models that run entirely within your infrastructure. Same AI capabilities, zero external dependencies.

Why Edge AI?

Data never leaves your environment
Sub-millisecond inference latency
Works in air-gapped environments
Runs on standard server hardware
Predictable costs, no API fees
Complete regulatory compliance

Use Cases

Where Edge AI Excels

From manufacturing floors to healthcare facilities, Edge AI powers mission-critical applications.

Healthcare & HIPAA

Process patient data, clinical notes, and medical imaging without PHI ever leaving your HIPAA-compliant environment.

  • Clinical documentation
  • Diagnostic assistance
  • Patient data analysis

Financial Services

Analyze transactions, detect fraud, and process sensitive financial data within your secure perimeter.

  • Real-time fraud detection
  • Compliance automation
  • Risk assessment

Manufacturing

Run AI directly on factory floors for quality control, predictive maintenance, and process optimization.

  • Visual quality inspection
  • Equipment monitoring
  • Process optimization

Government & Defense

Deploy AI in classified environments with FedRAMP compliance and air-gapped operation.

  • Classified data processing
  • Intelligence analysis
  • Secure communications

Retail & In-Store

Power in-store AI experiences without sending customer data to the cloud.

  • Smart kiosks
  • Inventory management
  • Customer assistance

IoT & Embedded

Deploy AI on edge devices, sensors, and embedded systems for real-time local processing.

  • Sensor data analysis
  • Autonomous vehicles
  • Smart infrastructure

How It Works

From Assessment to Deployment

We handle the complexity of Edge AI deployment so you can focus on results.

01

Infrastructure Assessment

We analyze your hardware, network topology, and compute resources to determine optimal model sizing and deployment architecture.

02

Model Selection & Optimization

Choose from Llama, Gemma, Phi, Mistral and other SLMs. We quantize and optimize for your specific hardware constraints.

03

On-Site Deployment

Deploy directly in your data center, private cloud, or edge locations. Full containerization and orchestration included.

04

Fine-Tuning & Support

Optional domain-specific fine-tuning on your private data. Ongoing monitoring and optimization support.

Small Language Models

Powerful Models, Small Footprint

Modern SLMs deliver impressive capabilities while running on standard hardware. We deploy the right model for your use case.

Llama 3.2
Meta's latest efficient models (1B-3B parameters) optimized for edge deployment with strong multilingual support.
Gemma 2
Google's open models (2B-9B) with excellent reasoning capabilities and permissive licensing for enterprise use.
Phi-3
Microsoft's highly efficient models (3.8B) that punch above their weight on reasoning and coding tasks.
Mistral 7B
Outstanding 7B model with sliding window attention, ideal for longer context applications on modest hardware.
Qwen 2.5
Alibaba's multilingual models (0.5B-7B) with strong performance across diverse languages and tasks.
Custom Models
Fine-tuned models trained on your domain data for maximum accuracy and relevance.

Benefits

The Edge AI Advantage

Beyond privacy, Edge AI delivers tangible business benefits.

Complete Data Sovereignty

Your data never leaves your infrastructure. Meet GDPR, HIPAA, CCPA, and industry-specific regulations without compromise.

Ultra-Low Latency

No network round-trips means sub-10ms inference. Critical for real-time applications, robotics, and interactive experiences.

Predictable Costs

No per-token API fees. Once deployed, run unlimited inferences at fixed infrastructure cost. Scale without surprise bills.

Offline Operation

No internet required. Deploy in air-gapped facilities, remote locations, or anywhere connectivity is limited or prohibited.

FAQ

Common Questions

What hardware do I need for Edge AI?

Requirements vary by model size. Smaller SLMs (1-3B parameters) can run on standard CPUs. Larger models benefit from GPUs but don't require enterprise-grade hardware. We'll assess your infrastructure and recommend optimal configurations.

How do SLMs compare to GPT-4 or Claude?

SLMs are optimized for specific tasks rather than general-purpose capabilities. For focused use cases like document processing, code generation, or domain-specific Q&A, properly fine-tuned SLMs often match or exceed cloud LLM performance.

Can I fine-tune models on my proprietary data?

Yes. We offer domain-specific fine-tuning using your private data, performed entirely within your environment. Your training data never leaves your infrastructure.

What about model updates and maintenance?

We provide containerized deployments with versioned models. Updates can be applied during maintenance windows or automatically, depending on your security requirements. Air-gapped environments receive offline update packages.

Is Edge AI more expensive than cloud APIs?

Initial deployment has higher upfront cost, but TCO is typically lower at scale. No per-token fees mean unlimited usage at fixed cost. Break-even often occurs within 3-6 months for high-volume use cases.

Get Started

Ready for Privacy-First AI?

Let's discuss your Edge AI requirements. We'll assess your infrastructure and design a deployment plan that meets your security and performance needs.

Schedule Your Assessment

Book a 30-minute call to discuss your Edge AI requirements. We'll analyze your infrastructure and recommend the optimal deployment strategy.

Book Your Assessment

No commitment. Understand your options before you decide.

Prefer email? Reach us at info@euforic.io