PRIVATE AI DEPLOYMENT
Your data never leaves
your building.
Custom AI models trained on your data, deployed on your infrastructure. Zero cloud dependency. Zero data exposure. Full ownership.
The Problem
Every AI provider wants your data.
When you use ChatGPT, Claude, or Gemini — your prompts, documents, and trade secrets flow through external servers you don't control.
Cloud AI Risk
- Your prompts become training data for other companies
- Sensitive documents pass through external servers
- No control over data retention or access policies
- Compliance violations waiting to happen
- Vendor lock-in with rising API costs
- Competitors using the same generic model
Private AI
- Your data never leaves your infrastructure
- Model trained exclusively on YOUR domain knowledge
- Full control over data, access, and retention
- Built for HIPAA, SOC 2, and air-gapped environments
- Zero ongoing API costs — you own the model
- A competitive advantage no one else can replicate
67% of enterprises cite data privacy as their #1 barrier to AI adoption.
Capabilities
What your private model can do.
Internal Knowledge Base
An AI that knows your entire organization — every policy, SOP, and historical decision — without sending a single byte to the cloud.
Document Analysis
Contract review, compliance checks, and research synthesis — powered by a model that was trained on YOUR documents, not the internet.
Private Voice Agents
AI phone agents trained on your specific services, pricing, and protocols. Every call stays on your servers.
Competitive Intelligence
Proprietary research, market analysis, and strategic insights generated by a model that your competitors will never have access to.
Codebase AI
A model trained on YOUR codebase that understands your architecture, patterns, and conventions. Onboard new developers in minutes.
Customer Automation
Chatbots, email responders, and intake systems that handle customers intelligently — without a single API call leaving your network.
Industries
Built for organizations that can't compromise.
Legal
Attorney-client privilege stays privileged.
Contract analysis, case research, and brief drafting — trained on your firm's precedents without exposing client data.
Healthcare
HIPAA-compliant AI that never phones home.
Patient intake automation, clinical decision support, and medical record analysis with zero cloud exposure.
Finance
Trading strategies stay in your vault.
Risk modeling, compliance monitoring, and market research powered by a model trained on your proprietary data.
Government & Defense
Air-gapped deployment. Veteran-owned.
Classified-grade AI systems deployed on isolated networks. Built by a U.S. Military veteran who understands the stakes.
Real Estate
Client databases competitors can't access.
Lead scoring, market analysis, and client matching — all running on your own infrastructure.
Enterprise
Your proprietary data is your competitive moat.
Custom models that encode institutional knowledge, automate workflows, and protect trade secrets.
The Process
From your data to your deployed model in 4 weeks.
Data Audit
We inventory your proprietary data assets — documents, conversations, processes, domain knowledge — and determine the optimal model architecture.
Model Architecture
Select and configure the right base model for your use case. We handle model selection, quantization strategy, and training pipeline design.
Private Training
Fine-tune the model on your data in a fully isolated environment. No data touches external servers. You observe the entire process.
On-Premise Deploy
Model deployed on YOUR hardware, YOUR network. Complete with API endpoints, monitoring, and team training. You own everything.
Under The Hood
Technical specifications.
{
"base_models": [
"google/gemma-4-27b-it",
"meta-llama/Llama-3.1-70B",
"mistralai/Mixtral-8x22B",
"Qwen/Qwen2.5-32B"
],
"training": {
"method": "LoRA / QLoRA",
"precision": "bf16 / int4",
"context_window": "256,000 tokens",
"multimodal": ["text", "image", "audio", "video"]
},
"deployment": {
"targets": ["Apple Silicon", "NVIDIA A100/H100", "Cloud-Isolated"],
"api": "OpenAI-compatible REST endpoint",
"monitoring": "Built-in health checks + alerting"
},
"license": "Apache 2.0 — you own everything",
"data_exposure": "none",
"vendor_lock_in": "none"
}Investment
Choose your security level.
Every tier includes full model ownership, zero recurring API costs, and on-premise deployment.
Sentinel
$15,000
Single-purpose private AI for one critical workflow.
- 4B parameter model (Gemma 4 E4B)
- LoRA fine-tuning on your data
- Single use-case deployment
- Deployed on your hardware
- Full model ownership
- 14-day support window
Fortress
$40,000
Multi-domain AI system for organizations with complex data.
- 26B MoE model (Gemma 4 / Llama)
- Multi-domain training pipeline
- Up to 3 deployment endpoints
- Full infrastructure setup
- Voice agent integration
- 30-day support + documentation
Sovereign
$100,000+
Enterprise-scale AI infrastructure with ongoing evolution.
- Multiple specialized models
- Custom training pipeline
- Unlimited deployment endpoints
- Air-gap compatible architecture
- Monthly model retraining
- Dedicated support engineer
Common Concerns
We hear these a lot.
"We don't have ML engineers."
You don't need them. We handle the entire pipeline — data preparation, model training, deployment, and maintenance. Your team uses the AI through simple interfaces we build for them.
"How does this compare to ChatGPT or Claude?"
For general knowledge, frontier models are excellent. For YOUR specific domain, a fine-tuned private model often outperforms them — because it was trained on YOUR data. And unlike ChatGPT, your data never leaves your building.
"What hardware do we need?"
Starts at a single Mac Studio or a modest GPU server. We spec the exact hardware for your use case before any work begins. Most clients are surprised at how affordable the infrastructure is.
"Can we update the model with new data?"
Absolutely. We offer monthly retraining packages that keep your model current with new documents, processes, and knowledge. The model gets smarter as your organization grows.
"Is it really as good as GPT?"
For your specific domain? Often better. A model trained on 10 years of your contracts will review them more accurately than a general model that's read everything on the internet. Specialization beats generalization.
"What about compliance and auditing?"
Every training run is documented. Data lineage is tracked. The model runs on your infrastructure under your security policies. We provide full documentation for compliance teams and auditors.
Your competitors are sending their data to the cloud.
You don't have to.
Book a private consultation. In 30 minutes, we'll assess your data landscape and show you exactly what a custom model can do for your organization — even if you don't hire us.
Limited to 2 Private AI engagements per quarter · NDA provided on request