Eradicate unplanned downtime with telemetry-driven precision.
Independent Industry 4.0 advisory for high-throughput manufacturing plants. We help engineering directors deploy sensor-based monitoring that catches machining failure before it hits the bottom line — from CNC collision detection to wind-turbine gearbox health.
Expertise
The four pillars of operational resilience.
Collision Monitoring
Millisecond-response spindle stops to prevent catastrophic tool wreckage and multi-day cell downtime.
Vibration Analysis
Detect bearing fatigue, gear mesh issues, and imbalance months before physical symptoms appear.
Tool Wear Tracking
Acoustic emission monitoring to optimise tool change cycles and drive scrap rates down.
IIoT Architecture
Bridging legacy PLC hardware and modern data platforms with MTConnect, OPC UA, and MQTT.
Eliminating spindle collisions in a 24/7 CNC cell
Deployed a 48-node vibration and collision-detection mesh across 12 assembly lines running three shifts.
Read the full case study →Voices from the plant floor
Trusted by operations and engineering leaders.
“Before the implementation, a single tool crash could sideline our CNC cell for three days. Now we catch anomalies before they propagate to the spindle.”
“Rare to find a consultant who can talk PLC ladder logic in the morning and MQTT gateways in the afternoon. The audit paid for itself in six weeks.”
“Vibration monitoring on our gearbox fleet caught a bearing fatigue signature that would have grounded a turbine for a month. Genuinely changed how we plan maintenance.”
Engineering journal
Field notes on machine monitoring and predictive maintenance.
The hidden cost of spindle resonances
How minute harmonic vibrations degrade tool life by up to 40% before any audible symptom appears — and what the frequency-domain signature actually looks like.
Legacy hardware, modern data: retrofitting 1990s controllers
A field-tested playbook for bringing Fanuc, Siemens, and Heidenhain controllers from the 1990s onto a modern MQTT-based sensor gateway without touching the PLC program.
Predictive vs reactive maintenance: the ROI math that convinces a CFO
A simple framework for translating vibration-monitoring investment into the language a CFO signs off on. Includes a worked example from a mid-size machining plant.
Direct consulting with zero hand-offs.
Twenty years of front-line automation leadership across machine tools, tool and process engineering, CNC controls, and IIoT. When you book a call, you speak with the practitioner, not an account manager.
Serving global manufacturers with remote strategy and on-site implementation audits.
- ›Retrofitting legacy Fanuc / Siemens controllers
- ›Collision detection on high-value spindles
- ›Spectral vibration for gearbox fleets
- ›MTConnect / MQTT gateway architecture
- ›Predictive maintenance ROI modeling