01 — Division

Predictive Maintenance

Your best maintenance tech retires in 8 months. That knowledge has never been documented.

Vibration Analysis — Laser Alignment — Thermography — Rotor Balancing — Predictive AI — Fault Detection • Vibration Analysis — Laser Alignment — Thermography — Rotor Balancing — Predictive AI — Fault Detection • Vibration Analysis — Laser Alignment — Thermography — Rotor Balancing — Predictive AI — Fault Detection • Vibration Analysis — Laser Alignment — Thermography — Rotor Balancing — Predictive AI — Fault Detection • Vibration Analysis — Laser Alignment — Thermography — Rotor Balancing — Predictive AI — Fault Detection • Vibration Analysis — Laser Alignment — Thermography — Rotor Balancing — Predictive AI — Fault Detection • Vibration Analysis — Laser Alignment — Thermography — Rotor Balancing — Predictive AI — Fault Detection • Vibration Analysis — Laser Alignment — Thermography — Rotor Balancing — Predictive AI — Fault Detection •

The Problem

You're running a $50M operation on the intuition of three people.

When they leave, decades of diagnostic expertise walks out the door. Your CMMS has work orders. It doesn't have pattern recognition. It doesn't know that your #3 pump always runs hot before the coupling fails. They knew. Now they're gone.

Your planned maintenance program catches what's scheduled. Predictive maintenance catches what's actually happening — in real time, before it costs you a shift.

78%
of industrial failures are not age-related
3x
cost of emergency vs. planned repair
6 weeks
average notice before a predictable failure

Why Only Droz

We've been diagnosing equipment failures by ear since 2004. We turned that into software. Nobody else has 20 years of field data AND the engineering team to build the AI that learns from it.

Other vendors sell software. We sold consulting first — to Westinghouse, Holcim, PDVSA — before we ever wrote a line of ML code. That difference is in every model we deploy.

Part of Something Bigger

The data your sensors collect doesn't have to stop at a CSV.

Most PM providers hand you a report. We can build the custom software that turns your vibration data into automated decisions, or deploy AI models that predict failures before your analysts spot the pattern.

What You Get

Diagnostics That Drive Decisions

0.7%
Detection Rate

Vibration Analysis — Stop Guessing

High-frequency FFT analysis that catches bearing faults, imbalance, and misalignment before they trigger alarms. Your tech leaves. The data doesn't.

0+
Machines Aligned

Laser Alignment — Zero Rework

Sub-micron precision shaft and geometric alignment for turbines, pumps, motors, and compressors. Misalignment is the #1 cause of bearing failure. We eliminate it.

0%
Downtime Reduction

Thermography — See What's Hidden

Infrared imaging that finds hotspots in electrical systems and mechanical components weeks before they escalate. The failure was always there — you just couldn't see it.

0+
Years in the Field

Rotor Balancing — Precision at Speed

In-situ and shop balancing of fans, turbines, and impellers to ISO 1940 spec. Because vibration at 3,600 RPM doesn't forgive imprecision.

Results — Not Promises

0+
Failures Predicted
$0.1M
Downtime Prevented
0 days
Time to ROI
0+
Assets Monitored

Failures Detected Before They Happen

Continuous vibration and frequency analysis captures fault signatures weeks before a bearing fails, a shaft misaligns, or an imbalance destroys a turbine.

0 Hz250 Hz500 Hz750 Hz1 kHz
Live Signal
Baseline
Alert Threshold
Westinghouse
Holcim
PDVSA
Unilever
Government of Canada
Siemens Energy
Schneider Electric
Westinghouse
Holcim
PDVSA
Unilever
Government of Canada
Siemens Energy
Schneider Electric

Our engineers will assess your assets, identify your highest-risk equipment, and design a program that starts returning value in under 90 days.