Stop Measuring the Noise.
Start Measuring the Truth.
Graduate from basic power clamps to an AI-driven, on-premise manufacturing intelligence platform built for true operational visibility.
Standard
Power Clamp
DataQI Visual
Factory Dashboard
Most manufacturing monitoring tools are like putting a fitness tracker on a machine and calling it "smart." Knowing a machine is vibrating or drawing power gives you the illusion of control. But "on" doesn't mean "productive." A machine drawing power could be making perfect parts, making scrap, or just spinning in circles.
DataQI gives you a brain."
If you want to know if a machine is plugged in, a power clamp is fine. If you want to fundamentally transform your factory's profitability, automate your downtime analysis, and secure your most sensitive operational data, you need a true Manufacturing Insights Platform. You need DataQI.
The Core Differences
Why the Best Manufacturers Choose DataQI.
Deep Integration vs. Superficial Clamps
You cannot calculate true Overall Equipment Effectiveness (OEE) with a basic on/off switch. To understand real efficiency, you need exact schedules, cycle times, and real part counts.
Relying heavily on power clamps only tells you if electricity is flowing. It’s a superficial metric that leaves operations managers guessing at the context.
We connect directly to the brain of the machine. By speaking natively to your PLCs, DataQI captures precise spindle speeds, tool changes, real part counts, and specific machine error codes. We give you True OEE, not a vanity metric.
Unlocking the Past: Legacy Connectivity
Older machines usually operate in silos. But we do not believe any machine should be left in the dark, regardless of its age.
Offers basic on/off power monitoring, failing to capture the nuance of legacy operations and completely missing vital context.
We connect to any legacy machine in a far more intelligent way. Using combinations of electrical signals, we understand complex situations far beyond just 'on' or 'off', turning analog movements into rich digital data.
See Everything: The Unfair Advantage
Not all manufacturing happens inside a CNC machine. What about the manual assembly lines, the packing stations, or the quality inspection benches?
Leaves your manual processes and human-operated stations completely in the dark.
DataQI leverages edge-deployed Computer Vision. We use high-resolution cameras to monitor manual tasks, track throughput, and perform automated inspections. If it happens on your factory floor, DataQI can see it.
Process Monitoring & Environmental Data
Production efficiency doesn't exist in a vacuum. Sometimes a machine fails because the ambient temperature shifted, or a spindle vibrated slightly out of tolerance.
Ignores external sensory data, focusing purely on power draw without seeing the surrounding environmental picture.
We seamlessly integrate process monitoring. By pulling existing or adding new sensory data—such as high-fidelity vibration sensors or ambient temperature arrays—we collate a full operational health picture into one single, actionable interface.
From Passive Dashboards to Autonomous Action
A dashboard that blinks red requires human intervention. We believe insight without action is just overhead.
Gives you a chart and stops. The burden of investigation, cross-referencing manuals, and finding the fix remains on you.
DataQI employs Specialist AI Agents powered by targeted Small Language Models (SLMs). When an alarm triggers, our Agents read the code, cross-reference your specific machine manuals, and diagnose the root cause—delivering proactive problem-solving at mathematical scale.
Digitize Every Process: The Razor Edge
Because DataQI is engineered by Razor's elite product development team, we do not restrict you to a boxed SaaS product. The platform is your foundation, not your ceiling.
Offers rigid dashboards with zero capacity for custom workflow digitisation outside of their specific feature set.
We extend the base platform to digitize any of your processes. From automated QA workflows, tailored sales estimations, real-time bespoke order status readouts, and everything in between—we build the intelligence into the core of your business.
Head-to-Head Capability Model
| Capability | FourJaw | DataQI |
|---|---|---|
| Data Capture & Vision | Power Clamps only | Deep PLC Integration, Sensors & Computer Vision |
| OEE Accuracy | Estimated on/off | True mathematical OEE with actual part counts |
| Deployment Architecture | Cloud Only | Public Cloud or Secure On-Premise |
| Process Digitisation | Rigid Dashboards | Extensible Platform ("The Razor Edge") |
| Machine State Context | No Root Cause Data | Autonomous AI Agents & SLMs for Diagnosis |
Why aerospace, defense, and Tier-A manufacturers trust DataQI's On-Premise vault.
Your factory's intellectual property requires more than consumer-grade security. Sending live shop-floor output data to an external SaaS server represents an unacceptable strategic risk for modern high-value manufacturers. DataQI provides military-grade data sovereignty, specifically designed for highly regulated defense and aerospace operations.
Zero Data Bleed. 100% On-Premise Capable.
The Verdict.
Upgrading to DataQI isn't just about buying better software; it's about fundamentally changing how your factory "thinks." When you are ready to stop guessing and start knowing, DataQI is ready to connect.