Unlocking AI's Potential
Turn Fragmented Data into
AI-Ready Intelligence.
We build the foundational layer underneath the LLM, making AI vastly more accurate, cost-effective, and secure.
The Problem
AI Is Powerful.
But Limited by the Data Underneath.
They were trained on the internet, not on operations, equipment, or margins.
Operational data is scattered. ERPs, spreadsheets, PLCs, shared drives, email. None of it talks to each other.
AI can't reach it. LLMs can't reason over data locked in disconnected systems. Fragmented data means useless answers.
Businesses need a centralized layer. One place where software, machines, and institutional knowledge are connected and queryable.
As LLMs improve, the advantage compounds. The model layer gets better every month. The companies with clean data underneath pull ahead.
What We Build
Your Data, Unified
We connect every source of data in your operation into a centralized system that AI can query and act on.
EON Data Layer
See It in Action
What Becomes Possible
When every system, machine, and piece of institutional knowledge feeds into one data layer.
P/N 4827-A
Op 20 Rough Turn
40 good
87%
RPM
4224
Load
80%
Temp
140°F
P/N 6103-B
Op 40 Finish
65 good· 2 scrap
91%
RPM
6879
Load
59%
Temp
130°F
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Awaiting Setup
Idle 23 min · Operator: unassigned
P/N 4827-A
Op 30 Drill
37 good· 1 scrap
76%
RPM
3154
Load
51%
Temp
115°F
P/N 9201-C
Spindle Fault
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Op 10 Face Mill
29 good
83%
RPM
5564
Load
74%
Temp
136°F
The Eon Service Suite
Real-Time Connectivity. Intelligent Infrastructure.
We go into your operation, understand how it actually runs, and build the infrastructure that makes AI useful.
Real-Time Connectivity
Live Shop-Floor Data
We connect directly to your PLCs and sensors to stream live production data into a single, unified dashboard.
The Operational Data Layer
The source of truth between your machines and your AI, ensuring every insight is grounded in real-time reality.
Automated Margin Tracking
We sync your ERP and machine output to track job profitability in real-time. Know your cost-per-part the moment the run finishes.
ERP Intelligence Bridge
Modernize your legacy ERP or replace it entirely. We extract, clean, and migrate siloed data so it can finally flow into live reporting.
Intelligent Infrastructure
Predictive Maintenance
We use live sensor data to identify heat or vibration anomalies, alerting your team before a breakdown occurs.
Secure AI Deployment
Your data never leaves your servers. Enterprise-grade, self-hosted environments that keep your operational secrets secure.
Zero-Entry Reporting
We automate the flow from machine to management, providing 100% accurate visibility for PE and leadership.
Precision AI Agents
Agents that read your live data to answer complex questions like: "Why is Line 4 running 12% slower than yesterday?"
Better Models Need
Better Data.
As AI gets more powerful, the companies with the best data infrastructure win. The rest keep waiting.
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