Manufacturing
Motors, pumps, conveyors and rotating production assets.
The edge-first reliability platform
Know the machine before it fails.
MachBeat puts the sensor and the intelligence on the machine — helping industrial teams eliminate unplanned downtime, cut energy waste, and extend equipment life. Every alert is a decision, not just a number.
Vibration
2.4 mm/s
Temperature
48°C
Machine health
92%
Why MachBeat is different
A predictive platform that earns its place on day one.
The incumbents win on breadth but are expensive, integration-heavy, and cloud-centric. Our wedge is simple: own the edge, explain every alert, and undercut the per-asset cost.
Edge-first
Own the edge
We ship the sensor and the edge intelligence — no dependence on your existing historian.
Day one
Works cold-start
Heuristic + DSP diagnostics are useful immediately — before any failure history exists.
Explainable
Alerts are decisions
Root cause, confidence, and a recommended action — not an opaque health percentage.
3–5×
Lower cost target
An edge-owned, India-first cost structure aimed at the SME fleets incumbents ignore.
The problem
A machine rarely fails without changing first.
Before a bearing, pump, compressor or motor develops a serious fault, its behavior begins to change. Small shifts in vibration, temperature and operating pattern are the earliest evidence — if something is watching for them continuously.
How it works
From machine signals to maintenance action.
One clear path from the physical asset to a decision the maintenance team can use.
01
Machine
Asset produces measurable condition signals.
02
Sensor
Edge node captures vibration & temperature.
03
Ingest
Signals stream securely to the platform.
04
AI engine
DSP & models evaluate deviation.
05
Health
Condition becomes an explainable status.
06
Action
Teams investigate and plan the fix.
Explainable by default
Don’t just show an alert — show the evidence.
Normal behavior establishes a baseline; a deviation is marked for investigation with the reasoning attached. This is a sample of how MachBeat frames an early indication.
Vibration & temperature trend · Motor M-204 · sample view
Early indication
Potential abnormal bearing behavior
An investigative cue for reliability teams — not a guaranteed failure prediction.
What changed?
Vibration trend increased vs recent baseline.
Where?
Motor M-204 · housing / bearing area.
What could it mean?
Potential bearing degradation — verify on site.
What to do?
Inspect during planned maintenance before an unplanned stop.
Sensor · mobile app · dashboard — one platform
The platform
See the condition. Not just the data.
A live digital twin of one machine — health, trends, and explainable alerts — so maintenance can investigate with full context. Insight, Vision and the AI engine are all part of one platform.
- Real-time health status & digital twin
- Anomaly and trend detection at the edge
- Historical condition charts
- Explainable early indications with recommended action
One platform, separable products
Buy the module you need. Grow into the rest.
MachBeat is a family of products that share one identity, one tenancy model, and one data model — so you can start with Edge and monitoring, and add AI, apps or API access as you scale.
EG
Edge
The sensor node and edge intelligence — captures condition where the machine lives.
Learn more →Industries
Built for rotating equipment across asset-intensive plants.
The beachhead is mid-market rotating-equipment fleets — motors, pumps, compressors, fans and gearboxes — in manufacturing, expanding to mining, energy and utilities.
Process plants
Continuous equipment where unplanned stops are costly.
Utilities & water
Critical pump trains and plant utilities.
Know the condition.
Act before failure.
Start with one machine that matters. Install MachBeat, collect a baseline, and see where predictive monitoring creates value.
Start with one machine · no obligation