Data-powered production monitoring for precision CNC manufacturers — no operator input required
Weighted average across 16 categories
Datanomix is purpose-built for precision CNC manufacturers who need to understand exactly what is happening on their machines during production. The No Operator Input™ principle means the system automatically benchmarks performance from machine-generated data alone.
The "Coffee Cup Report" — a daily production digest delivered at 6AM — and the A+ to C- job performance grading system drive behavioral change on the shop floor. The platform directly addresses job costing accuracy, one of precision manufacturing's most persistent pain points.
Datanomix is CNC-only and lacks vibration or power monitoring capability. Not a condition monitoring platform.
Platform fit rated by sector and use case.
Automatic job benchmarking, margin analysis, and delivery prediction address core operational challenges of job shops.
Quote Calibration and Margin Master modules directly address the expensive problem of not knowing actual job costs.
No vibration, temperature, or power sensor capability. Not a machine health platform.
| Feature | Datanomix | Notes |
|---|---|---|
| CNC Production Intelligence | ||
No Operator Input™ Automatic data collection |
Yes — Unique | Automatically benchmarks every job from machine data; no operator input required |
Job Performance Scoring A+ to C- job grading |
Yes | Real-time performance score on TV dashboards; shift vs. benchmark comparison |
Coffee Cup Report Daily morning production digest |
Yes — 6AM daily | Automated email at 6AM; yesterday's complete results in 15 minutes |
Vibration Monitoring Condition monitoring |
Via IO-Link only | Vibration available via IO-Link sensors; not core capability |
| Commercial Terms | ||
Pricing License model |
Per machine/year — custom | Per-machine annual subscription; unlimited users included |
User Accounts Seat pricing |
Unlimited | Per-machine pricing; unlimited users at no extra cost |
Evaluated from the frontline technician, plant manager, and operations director perspective.
Machine state and job performance data without any manual entry. Maintenance dashboard tracks upcoming tasks.
More actionable intelligence from CNC machine data than any other platform — job costing, delivery tracking, and shift performance.
Job costing accuracy and benchmarked performance create direct margin improvement ROI. Shops report 10–20% productivity gains within 30 days.