On Your Network
ARGUS runs on your existing IT infrastructure. Your data never leaves your building. Air‑gapped if needed.
Your Data. Your IP. Your Knowledge.
It should stay yours.
On‑Premises Infrastructure for Production‑Grade AI Applications.
Your data holds competitive advantage. Your IP defines your edge. Your institutional knowledge is irreplaceable. We build AI infrastructure that keeps all of it on your network, under your control. All at a fraction of the cost of cloud AI.
Book a DemoWhat We Keep Hearing
We Keep Hearing the Same Things.
You Can’t Send This to the Cloud
“We can’t use the cloud for our project because of CMMC.”
— CTO, Maine Machine Builder
CMMC, ITAR, CJIS, customer NDAs, crown‑jewel drawings and case files. For a growing share of the work that matters most, the answer to “can we use cloud AI?” isn’t a preference—it’s a regulatory hard no.
Capacity Is The Bottleneck
“My team closes 70% of their deals, they just don’t have time to prospect.”
— President, New Hampshire Manufacturer
Capable people who can’t cover enough ground. Sales can’t fill the funnel, analysts drown in case research, service drops planned work for every emergency. The problem isn’t skill—it’s bandwidth.
You’re Renting Access to Your Own Data
“We can’t keep paying SaaS fees to use the data we already have.”
— Lieutenant, Manchester NH Police Department
Government and small‑shop budgets weren’t built for per‑seat AI sprawl, token bills, and annual renewals on data the organization already owns. The economics don’t work—and the lock‑in is worse than the price.
Different industries. Same three constraints. The AI wave wasn’t built for any of them.
Why MachinEdge
Built for the Way You Actually Work.
Three things are true about the organizations we serve. The AI wave was built for the opposite of all three. So we built MachinEdge around them.
01
Your Data Stays Where It Has To Stay
ITAR, CMMC, CJIS, customer NDAs, classified work, crown‑jewel drawings and case files. We deploy into your environment. Nothing leaves it—ever.
02
Built for the Team You Actually Have
No specialized admin, no data team, no platform wranglers. If you can run a shop or a department, you can run this. We meet you where you are.
03
Priced Like Infrastructure, Not Like Seats
One‑time purchase. No per‑seat sprawl, no token bills, no surprise renewal. You pay for the capability—once—and you own it.
Solutions
Your Data Already Has the Answers. Stop Leaving Them on the Table.
The ARGUS Platform
“We have the data. We just need to make it work for us.”
On‑premises data integration and AI that connects your specialized data sources into a single actionable layer. Runs on your existing IT infrastructure or hardware—your data never leaves your building. You own everything built on it.
Learn more about ARGUS
Application Development
“I know AI could help. I don’t have budget for an AI team.”
You’re not a software company—you shouldn’t have to become one. We build AI‑powered applications on ARGUS tailored to where your data can drive the most value, whether that’s accelerating sales on a factory floor or securing mission‑critical operations in a government facility. A phased engagement starts with an assessment, then moves to implementation. You own all deliverables.
Explore application development
Training
“We want to build on it ourselves—not depend on vendors forever.”
Hands‑on training for engineering and operations teams ready to develop their own AI applications on ARGUS. Platform architecture, data integration, agent development—from fundamentals to production deployment. Your data. Your capability.
Explore trainingWhat It Does
Automate. Connect. Keep What You Know.
The ARGUS platform connects your operational data into a single actionable layer—on your network, under your control. Then we build AI applications that put that data to work.
01
Commercial Operations
Mine 10–20 years of ERP and CRM data to surface hidden revenue, reorder cycles, and cross‑sell opportunities. Turn your existing customers into your best pipeline.
Learn more → 02Service Intelligence
Predictive models from machine telemetry turn break‑fix into proactive service. Automated alerting and monitoring dashboards that strengthen customer relationships.
Learn more → 03Maintenance Operations
Unify legacy equipment data across vendors and protocols. AI‑powered triage turns reactive workflows into planned ones—fewer emergencies, less downtime.
Learn more → 04Public Safety Intelligence
Crime data analysis, trend detection, and actionable shift briefings—on‑premises and inside your air gap. Analysts spend time on cases, not queries.
Learn more → 05Cybersecurity Operations
Autonomous alert triage, threat containment, and incident response. Reduces noise so your team focuses on real threats—not false positives.
Learn more → 06Equipment Readiness
Predictive maintenance and operational intelligence for fleet and critical systems. Know what’s failing before it fails—on‑premises, air‑gapped capable.
Learn more →Who This Is For
Built for Organizations That Can’t Afford to Send Their Data Out.
OEMs & Manufacturers
You design, build, and ship the products. We help you use your install base, service history, and operational data to sell more, maintain smarter, and keep customers longer.
Learn more →Systems Integrators
You connect the pieces on the floor. We help you turn project history, service logs, and tribal knowledge into a scalable advantage—not a bottleneck that walks out the door.
Learn more →Government & Defense
You protect communities and national security. We help you turn operational data into actionable intelligence—on your network, inside your air gap, with full data sovereignty.
Learn more →How It Works
Low Risk. Fast Results. You Own Everything.
1
Assess
Audit your data, systems, and workflows. In two weeks you have a clear picture of what’s possible and where the highest‑value opportunities are—no commitment required.
2
Integrate
Connect ARGUS to your existing infrastructure—ERP, CRM, MES, historians, PLC telemetry, service logs, manuals, and documentation. Nothing gets ripped out.
3
Deploy
Build and deploy AI‑powered applications on your network. On‑prem, air‑gapped if needed. Your team validates every step before anything goes live.
4
Own
Control the platform and everything built on it. No vendor lock‑in, no recurring subscription, no third party seeing your data. Ever.
No rip‑and‑replace. No vendor lock‑in. Everything runs on your network and belongs to you.
Why Us
50+ Years of Combined Industrial and Enterprise Experience.
Manufacturing & Enterprise technologists applying AI
Not an AI startup learning from your experience.
No Recurring Fees
One‑time purchase. No subscriptions, no per‑query costs, no token bills.
Full Ownership
No vendor lock‑in. You own the platform and everything built on it. Forever.
Data‑First, Not AI‑First
We lead with “what’s hiding in the data you already have?”—not “do you want AI?”
Ready to See What’s Hiding in Your Data?
No slide decks, no strategy consultants. We’ll walk through real operations examples, and demo how ARGUS puts your data to work. 30 minutes.
Book a Demo