Manufacturing
Quality Assurance Intelligence
Correlate equipment telemetry with production quality in real time. Stop defects at the source -- not at final inspection.
Equipment Health Meets Quality Data
Most quality systems are blind to equipment condition. TwinEdge bridges the gap between maintenance telemetry and quality outcomes.
SPC Integration
Statistical process control charts fed directly from equipment sensors. Cp, Cpk, and control limits calculated at the edge -- no manual data entry.
Root Cause Analysis
Correlate quality events with equipment telemetry automatically. When parts go out of spec, TwinEdge traces back to the exact machine condition that caused it.
Process Parameter Trending
Track every variable that affects quality: spindle speed, feed rate, coolant temperature, clamping force. Overlay quality data to find the hidden relationships.
Quality Event Correlation
Vibration spike in CNC spindle at 10:14 AM. Dimensional variance in parts at 10:15 AM. Automatic quality hold triggered at 10:16 AM. No human delay.
Detect, Correlate, Contain, Correct
Detect
Edge physics models flag process parameter drift. Sensor readings cross control limits or trend toward them.
Correlate
Cloud analytics link equipment condition to quality outcomes. Machine learning finds patterns humans miss.
Contain
Automatic quality holds prevent suspect product from shipping. System generates inspection work orders immediately.
Correct
Root cause identified with equipment telemetry evidence. Corrective action tracked through closure with audit trail.
Built for Compliance
ISO 9001:2015
Complete audit trail for process monitoring, nonconformance detection, and corrective action tracking.
IATF 16949
Automotive quality management with FMEA integration, MSA support, and PPAP documentation automation.
FDA 21 CFR Part 11
Electronic records with tamper-evident audit trails, electronic signatures, and validated data integrity.
AS9100D
Aerospace quality traceability from raw material to finished assembly with full parametric history.
Quality Starts at the Machine
Connect equipment condition to product quality. Reduce scrap, eliminate escapes, and build audit-ready traceability from day one.