Case Studies

Two deployments, described the way an engineer would describe them: what was wrong, what we built, and what changed as a result.

What results has Avantix delivered for clients?

In a Penang manufacturing deployment, AirFinity monitoring across six air compressors cut unexpected downtime by approximately 40% and enabled 15% energy cost savings within three months, going live two weeks after site survey. For a Malaysian equipment distributor managing 200+ machines, Service Tracker eliminated missed service reminders and reduced quotation turnaround from three days to under two hours, with full Excel data migration completed in under one week.

Client names are withheld under confidentiality. Figures are as reported by the client following deployment.

Manufacturing · Penang

Compressor Energy Monitoring for an Industrial Plant

Six compressors instrumented with AirFinity, cutting unexpected downtime by around 40% and enabling 15% energy cost savings within three months.

1

Client problem

The factory had no visibility into compressor energy usage. Breakdowns arrived unannounced and stopped production, electricity costs were high, and there was no data to diagnose the root cause of either problem.

2

Solution designed

Deployed AirFinity IoT sensors across six compressors with RS-485 integration, an on-site edge gateway, and a real-time Firebase cloud dashboard covering energy, pressure, and temperature.

3

Implementation

Full hardware and software deployment completed in two weeks. Mobile alerts were configured for pressure anomalies and energy spikes, routed to the responsible maintenance personnel.

Results achieved

Unexpected downtime fell by approximately 40%. Energy consumption visibility enabled 15% cost savings within three months of deployment.

~40%Reduction in unexpected downtime
15%Energy cost savings within 3 months
6Compressors connected
2 weeksFrom site survey to live dashboard

Built on AirFinity.

Machinery Distribution · Malaysia

Digital Service Management for an Equipment Distributor

200+ machines moved off paper job sheets onto Service Tracker, eliminating missed service reminders and cutting quotation turnaround from three days to under two hours.

1

Client problem

A service company managing more than 200 machines ran entirely on paper job sheets. Service schedules were missed, records were lost, and quotations took days because equipment history had to be reconstructed from files.

2

Solution designed

A custom-built Service Tracker deployment with digital job sheets, automated maintenance reminders, a quotation module, and a complete equipment history database.

3

Implementation

Cloud-based web application deployed with staff training. Complete data migration from legacy Excel records finished in under one week.

Results achieved

Zero missed service reminders. Quotation turnaround reduced from three days to under two hours, with a full audit trail for all equipment.

200+Machines under management
ZeroMissed service reminders
3 days → 2 hrsQuotation turnaround
< 1 weekFull data migration

Built on Service Tracker.

Want results like these?

Both projects started with a site visit and an honest conversation about what the data would and would not show. Yours can start the same way.