01
Predefined thresholds
Is it shaking too hard?
Every machine has a safe limit, set by global engineering standards. The moment it goes over the line, you know.
Predictive maintenance · Engineering-verified
Eliminate unplanned downtime with multi-layered predictive maintenance.
We combine international engineering standards with advanced statistical modelling, so failures stop being surprises.
ISO 20816standard-aligned
200 mssensor → insight
4-layerfailure detection
RMS 1.84 mm/sISO 20816
Four layers between your machine and a breakdown.
Four checks stand guard around the clock. Each one catches a different kind of problem, so nothing slips through.
02
Baseline
Is it acting like itself?
We learn how each machine runs on a good day. When it starts behaving differently, we notice.
03
Trend detection
Is it slowly getting worse?
We watch each machine over days and weeks. If it’s drifting the wrong way, we catch it early, before it breaks.
04
Root cause
What exactly is wrong?
We don’t just say “something’s off.” We point to the real problem and where it is, so your team knows what to fix.
A console your reliability team will recognize.
See your whole fleet on one screen. Each machine shows how healthy it is right now, what’s changing over time, and exactly what to check next, with the machines that need attention sorted to the top. Pick one on the left to explore.
Fleet · 4 machines · 1 need attention · 1 watching
Compressor A1
DAlarm · Zone D
Drive Motor #4
DElevated (unconfirmed) · Zone D
Cooling Fan #2
CWarming up · Zone C
Centrifugal Pump
AHealthy · Zone A
Compressor A1
COMPRESSOR · ISO ZONE D · LAST READING 3M AGO
Alarm — Compressor A1 has a confirmed danger-level reading (Zone D), sustained for at least 3 consecutive readings. Vibration is at 138% of the danger limit (6.21 of 4.5 mm/s). Likely cause: Mechanical looseness on the X axis (high confidence).
→ Inspect within 1 week (ISO §6.5.2 alarm crossed).
D
Vibration (max axis)
6.21 mm/s
danger limit 4.5 mm/s
Trend
▲ 31%
over 26 days
Temperature
64.0 °C
Sensor battery 91%
Vibration trend vs ISO zones
NormalStartupUnconfirmedConfirmed
26 daily points · May 22 – Jun 16 · line = daily average, whisker = daily peak
Alarms
4 FIRED
danger12m ago
Compressor A1 · Zone D
ISO limit exceeded · 47 min after start
danger3h ago
Compressor A1 · Zone D
Abnormal vibration pattern · z=4.6
danger2d ago
Drive Motor #4 · Zone D
Rising trend · X axis
warn6d ago
Cooling Fan #2 · Zone C
ISO limit exceeded · 63 min after start
▲ Interactive · click a machine · change the time range · hover the trend
Three ways it protects your bottom line.
Predictive maintenance only matters if you feel it where it counts. Here’s where Khaings makes the difference.
Risk Mitigation
Failure becomes a planned event.
Catch problems weeks before they cascade, protecting your people, your nearby equipment, and your uptime.
Maintenance Optimization
Fix only what needs fixing.
Stop replacing parts that still have life. Service on condition, not the calendar.
Operational Continuity
Production stays on target.
Plan around real warnings instead of nasty surprises, so output holds and contracts hold with it.
Wherever a stopped machine costs you a shift.
The Khaings platform is sector-aware: failure modes, sampling cadence, and acceptable-risk profiles are tuned per industry. The same engineering layer; the right defaults.
Power GenerationTurbines, balance-of-plant, auxiliaries.
Steam and gas turbines, boiler-feed pumps, condensers. Catch blade-resonance excursions and bearing degradation before they trip the unit.
Food & BeverageProcessing lines, refrigeration, fillers.
Compressors, homogenizers, conveyors. Protect product runs from line-stop events and protect refrigeration from compressor-failure spoilage.
Heavy IndustryMining, cement, steel, chemicals.
Crushers, mills, kilns, agitators. The largest single assets in the plant. We instrument, model and watch them at the cadence their value demands.
Try it on one critical machine.
A 30-day pilot: we instrument a single asset, learn its normal, and show you what we find. No commitment.
No SaaS lock-in · No sensors-as-a-service · Data plane stays yours