On-Premise AI

Your AI. Your Data.

Your Building.

Purpose-built AI infrastructure that runs inside your facility. Full control over your data, your models, and your competitive intelligence. No cloud dependency. No third-party access.

Starting at $75,000 for hardware + deployment. Operational in 90 days.

How It Works

Everything Runs Inside Your Building.

Your AI system operates entirely on hardware you own, inside your facility. No cloud calls, no third-party processing, no data leaving your network.

Your Employees

Access AI through existing browser. No new software to install. Same login credentials. Works on any device.

Your Network

Runs on your internal network. No internet required. Standard ethernet connection. IT maintains full control.

Your AI Infrastructure

NVIDIA H200 GPU cluster. Open-weight AI models. Private vector database. Your data stays here.

No cloud services. No API calls. No data leaves your building.

The Infrastructure

Built on Hardware You Can Touch

Every component is enterprise-grade, rack-mounted, and physically located in your facility.

NVIDIA H200 GPUs

141GB HBM3e · 4.8 TB/s bandwidth

Purpose-built for AI inference. The same chips powering the world's largest AI deployments, rack-mounted in your server room.

Supermicro 4U Server

Dual Intel Xeon · 2TB DDR5 ECC

Enterprise-grade server platform built for 24/7 operation. Redundant power, hot-swap drives, and remote management built in.

Llama 4 Scout

109B active params · 16 experts

State-of-the-art open-weight model you own and control. No API keys, no rate limits, no one else reading your prompts.

vLLM Inference Engine

Continuous batching · PagedAttention

High-throughput inference engine that handles dozens of simultaneous users without slowdown. The same engine used by OpenAI.

LangGraph Orchestration

Stateful workflows · Human-in-the-loop

Multi-step AI agent workflows with mandatory approval gates. Complex tasks broken into auditable steps you control.

pgvector Knowledge Base

PostgreSQL + HNSW indexing

Vector database for semantic search across all your documents. Your institutional knowledge, instantly accessible to your AI.

Is This For You?

Built for Companies That Want to Own Their AI

On-premise AI is the right choice when your competitive advantage depends on information your competitors would love to have.

Your team is already pasting company data into ChatGPT and nobody approved it

Your competitive edge lives in data you don't want flowing through anyone else's servers

You're tired of rising AI costs that spike every time your team uses it more

You want AI that works whether the internet is up or not

You want to see exactly what your AI is doing and who approved it

You'd rather own the system than rent someone else's servers forever

Your Data Stays Put

Client files, financial records, and business intelligence never leave your building. Not during processing, not during training, not ever. Physical hardware you control means physical certainty about where your data lives.

Complete Visibility

Every AI interaction is logged. Who asked what, what the AI produced, who approved it. Full audit trails that satisfy your board, your clients, and your own peace of mind.

Predictable Costs

No per-token pricing. No surprise bills. Fixed monthly operating cost that doesn't spike when your team actually uses the system. The more you use it, the better your unit economics get.

Implementation Blueprint

On-Premise AI for a Construction Company

Best Fit: Construction · Trades · Engineering | Company Size: 50-300 employees | Timeline: 90 days | Compliance: IP protection · Competitive edge

The Challenge

Estimating Bottleneck

Every bid takes 4-8 hours of senior estimator time. You're turning down work because you can't estimate fast enough. Your best people spend more time on paperwork than on the job site.

Shadow AI Problem

Your project managers are pasting specs, bid numbers, and client details into ChatGPT. Nobody approved it. Nobody's tracking what data has left the building. You're exposed and don't even know it.

The Competitor Who Figures This Out First Wins

The contractor who automates estimating, document control, and project coordination will bid faster, win more, and operate at margins you can't match manually.

What We Deploy

Estimating

Ingests bid packages, extracts scope, generates preliminary estimates. Your estimators review and approve. 4 hours becomes 45 minutes.

Document Control

Manages submittals, RFIs, change orders. Tracks versions, flags conflicts, routes approvals. Nothing falls through the cracks.

Safety Compliance

Generates safety plans, tracks training certifications, produces incident reports. Keeps your COR status clean without a full-time safety coordinator.

Project Coordination

Drafts client correspondence, meeting minutes, and progress updates. Your PMs spend time on projects, not on typing.

Reporting

Produces job cost reports, progress updates, and management dashboards automatically. Real numbers, real-time, without someone manually pulling data.

Projected Impact

Expected Results in the First 6 Months

87%

Estimating time reduction

63%

More bids submitted

28%

Faster document processing

100%

Shadow AI eliminated

160 hrs

Admin time recovered monthly

$380K

Added revenue capacity (Year 1)

Investment

Hardware $75K - $95K

Deployment $65K

Managed Operations $5,500 / mo

Year 1 Total ~$206K

Payback

Breakeven ~8 months

Year 1 Revenue Impact $380K+

Annual Operations $66K - $72K

3-Year TCO $330K - $360K

Your Data Deserves Better Than Somebody Else's Server.

Book a 15-minute call to discuss your situation. If on-premise makes sense, we'll scope an assessment. If it doesn't, you'll walk away with clarity either way.

Book Your AI Assessment →

Sensitive data never leaves your building

Real specs and ROI before any commitment

Serving companies across US and Canada

Built by founders who run their own businesses on this system