AI-Powered Predictive Maintenance Platform — ASEAN

Stop Reacting. Start Predicting.

TruMaint AI transforms industrial maintenance from reactive firefighting to intelligent, self-optimizing operations — powered by real-time IoT data and machine learning that predicts failures before they happen.

30–50%
Downtime Reduction
>85%
AI Prediction Accuracy
<5s
Alert Response Time
99.9%
Platform Uptime SLA
app.trumaintain.ai/dashboard
⚡ TruMaint
📊 Dashboard
🏭 Assets
🧠 AI Insights
🔧 Work Orders
📡 IoT Sensors
📱 Mobile App
📦 Spare Parts
📈 Reports
⚙️ Settings
94.2%
Overall Equipment Effectiveness
↑ +3.1% vs last month
2.4h
Mean Time To Repair
↓ 38% improvement
3
Critical Alerts Active
↑ 2 new since 08:00
847
Assets Monitored
↑ 12 added this week
🔮 AI Failure Probability Trend — Compressor Unit C-7
🚨 Live Alert Feed
Compressor C-7 — Bearing vibration 3.2× baseline
09:41
Pump P-12 — Temperature rising, RUL 18h
08:55
Conveyor M-3 — Motor current anomaly detected
08:12
Fan F-4 — Work order WO-2041 completed ✓
07:30
Platform Capabilities

Everything your maintenance team needs — in one intelligent platform

Six fully integrated modules that take you from asset registry to autonomous AI-driven maintenance operations.

🏭
Asset Management
6-level asset hierarchy, QR/NFC tagging, criticality scoring, lifecycle tracking, and document library — for every asset from enterprise to component level.
📡
IoT & Sensor Integration
Ingest vibration, temperature, pressure, RPM, and more via MQTT 5.0, OPC-UA, Modbus TCP, and REST. Edge computing reduces cloud bandwidth by up to 70%.
🧠
AI Predictive Engine
LSTM-based failure forecasting, Remaining Useful Life estimation, real-time anomaly detection, and SHAP explainability — precision above 85%, FPR below 10%.
🔧
CMMS & Work Orders
Auto-create work orders from AI alerts, assign by skill match, track SLA compliance, log labor and parts costs, and close the loop with digital checklists.
📊
Real-Time Dashboard
Asset health heatmaps, OEE, MTTR, MTBF widgets, and drill-down from site to individual sensor. Custom reports with scheduled email delivery.
📱
Mobile Technician App
iOS & Android app with full offline mode, QR/NFC scanning, AI-guided repair steps, digital photo capture, and push notifications for immediate response.
The TruMaint AI Flow

From raw sensor data to zero unplanned downtime

01
Sensor Ingestion
IoT sensors stream vibration, temperature, pressure, and RPM data every 1–30 seconds via MQTT or OPC-UA to our edge gateway.
02
AI Analysis
Our LSTM and autoencoder models score each asset every 5 minutes — computing failure probability, RUL, and anomaly severity in real time.
03
Smart Alert
When risk exceeds threshold, an alert fires in under 5 seconds — to dashboard, mobile push, email, SMS, or WhatsApp — with AI-generated root cause.
04
Auto Work Order
A work order is auto-created, the right technician assigned by skill match, and step-by-step AI repair guidance delivered to their mobile device.
AI / ML Engine

Self-learning intelligence that gets smarter with every repair

Five specialized ML models work in concert — from LSTM time-series forecasting to LLM-augmented repair recommendations.

🔮
Failure Probability Scoring
0–100% risk score per asset, updated every 5 minutes with configurable alert thresholds per machine class.
⏱️
Remaining Useful Life (RUL)
Physics-informed degradation curves combined with LSTM correction — estimate RUL in hours or days with ±15% confidence.
💡
SHAP Explainability
Top-3 contributing sensor features shown for every prediction. Natural language explanations operators can act on immediately.
🔄 AI Pipeline — Live
📡
IoT Data Ingestion
MQTT · OPC-UA · REST
LIVE
↓
⚡
Stream Processing
Kafka + Flink · feature extraction
LIVE
↓
🧠
AI Inference Engine
LSTM · XGBoost · Autoencoder
AI
↓
💡
SHAP Explainability
Top-3 features · NL explanation
AI
↓
🚨
Alert & Work Order
Auto WO · push · email · SMS
LIVE
↓
🔁
Continuous Learning Loop
Weekly retraining · drift detection
AI
Transparent Pricing

Scale from trial to enterprise — at your pace

All prices in Malaysian Ringgit (RM). Annual billing saves 20%.

Free Trial
Starter

Evaluate risk-free. No credit card required.

RM 0 / 14 days
Converts to Standard or deactivates
✓Up to 50 assets
✓2 user accounts
✓Mobile app (iOS & Android)
✓Manual work orders
✓Basic dashboard
✗AI predictive engine
✗IoT real-time streaming
✗ERP integrations
SME
Standard

Preventive maintenance for growing teams.

RM 2,499 / mo
Billed annually · RM 2,999/mo monthly
✓Up to 500 assets
✓15 users · 3 sites
✓100 IoT sensor connections
✓Rule-based work order automation
✓Full dashboard + KPI widgets
✓Email + chat support
✗AI predictive engine
✗ERP integration
Most Popular
Pro

AI-powered predictive maintenance at scale.

RM 7,999 / mo
Billed annually · RM 9,599/mo monthly
✓Up to 5,000 assets
✓100 users · 10 sites
✓Unlimited IoT sensors
✓AI failure prediction + RUL
✓SHAP explainability console
✓ERP integration (SAP, Dynamics)
✓SSO / SAML 2.0
✓Priority 4-hour support SLA
Enterprise
Enterprise

Unlimited scale, SLA-backed, white-label ready.

Custom
Min. 12-month contract · custom quote
✓Unlimited assets, users, sites
✓Autonomous AI maintenance agents
✓Digital twin simulation (beta)
✓Generative AI diagnostics (RAG)
✓Dedicated cloud tenant / on-prem
✓24/7 CSM + QBR + 1-hr SLA
✓ISO 27001 / SOC 2 included
✓White-label / OEM licensing
Ready to predict your first failure?
Join ASEAN manufacturers who've cut unplanned downtime by 30–50%. Start your free 14-day trial today — no credit card, no sales call, no risk.
TM
TruMaint AI
📊 Overview Dashboard
🔍
🏭 Plant A — Kuala Lumpur ▾
🔔
❓
Home / Dashboard
⚡
Overall Equipment Effectiveness
94.2%
▲ +3.1% vs last month
⏱
Mean Time To Repair (MTTR)
2.4h
▼ 38% improvement
🚨
Active Critical Alerts
3
▲ 2 new since 08:00
🏭
Assets Monitored
847
▲ 12 added this week
🔧
Open Work Orders
7
4 due today
📉 AI Failure Probability — 7-Day Trend
View all assets →
Compressor C-7 (Critical) Pump P-12 (Stable) Mon Tue Wed Thu Fri Sat Sun
🚨 Live Alert Feed
View all →
SeverityAssetIssueTime
CriticalC-7Vibration 3.2× baseline09:41
WarningP-12Temperature rising, RUL 18h08:55
WarningM-3Motor current anomaly08:12
ResolvedF-4WO-2041 completed ✓07:30
🏭 Asset Health Snapshot
Manage assets →
AssetHealthRiskRUL
Compressor C-7
Line A · Kuala Lumpur
23%
 Critical ~6h
Pump P-12
Line B · Kuala Lumpur
61%
 High ~18h
Conveyor M-3
Warehouse · Shah Alam
88%
 Low ~14d
Chiller CH-2
Utilities · Shah Alam
95%
 Low >30d
Fan Unit F-8
Line A · Kuala Lumpur
74%
 Medium ~5d
🔧 Active Work Orders
View all →
WO-2047
Compressor C-7 — Bearing replacement
🧑 Fariz · Due: Today 12:00
Open
WO-2046
Pump P-12 — Temperature inspection
🧑 Haziq · Due: Today 15:00
In Progress
WO-2045
Conveyor M-3 — Lubrication PM
🧑 Aiman · Due: Tomorrow
Open
WO-2041
Fan F-4 — Blade balance check
🧑 Fariz · Closed 07:30
Done
Home / Assets
🏭 Asset Registry — 847 Assets
Asset IDNameTypeSiteCriticalityHealthRiskRULStatus
AST-0047
Compressor C-7
Rotary Comp.KL Plant AA — Critical
23%
Critical~6hAlert
AST-0112
Pump P-12
CentrifugalKL Plant BA — Critical
61%
High~18hWatch
AST-0203
Conveyor M-3
Belt Conv.Shah AlamB — High
88%
Low~14dNormal
AST-0388
Chiller CH-2
HVAC ChillerShah AlamB — High
95%
Low>30dNormal
AST-0541
Fan Unit F-8
Axial FanKL Plant AC — Standard
74%
Medium~5dMonitor
Home / AI Insights
🧠 AI Predictive Engine — 3 Critical Predictions
🔮 Failure Probability — Compressor C-7
CRITICAL
83%
Failure Probability · Remaining Life ~6 hours
Top Contributing Factors (SHAP):
Bearing Vibration X-axis
92%
Motor Temperature Rise
61%
Current Draw Anomaly
44%
💡 AI Recommendation: Immediate bearing replacement required. Schedule WO within 4 hours to prevent unplanned shutdown.
📋 Prediction Queue
AssetProb.RULAction
Compressor C-783%~6hReplace
Pump P-1261%~18hInspect
Fan F-834%~5dMonitor
Chiller CH-28%>30dNormal
🔄 AI Model Status
Last retrained: 2026-04-24 02:00 MYT
Precision: 87.4% · Recall: 83.1% · FPR: 8.2%
Home / Work Orders
🔧 Work Orders — 7 Open
WO IDAssetTypePriorityAssigned ToDue DateStatusAction
WO-2047Compressor C-7PredictiveCriticalFariz AzmanToday 12:00OpenView →
WO-2046Pump P-12PredictiveHighHaziq RahimToday 15:00In ProgressView →
WO-2045Conveyor M-3PreventiveMediumAiman YusofApr 26OpenView →
WO-2041Fan F-4CorrectiveLowFariz AzmanClosedDoneView →
Home / IoT Sensors
📡 Sensor Network — 342 Active Sensors
⚙️ Compressor C-7 — Live Readings
CRITICAL
📳
Vibration X-axis
12.4 mm/s
⚠ 3.2× baseline
🌡️
Motor Temp.
87°C
↑ Rising fast
⚡
Current Draw
42.1 A
↑ +18% anomaly
💨
Pressure Out
6.8 bar
✓ Normal
💧
Oil Quality
68%
↓ Degrading
🔄
RPM
2,850
✓ Nominal
✅ Conveyor M-3 — Live Readings
NORMAL
📳
Vibration
1.2 mm/s
✓ Normal
🌡️
Motor Temp.
52°C
✓ Normal
⚡
Current Draw
18.3 A
✓ Normal
🔄
Belt Speed
1.4 m/s
✓ Nominal
💧
Humidity
62%
✓ Normal
📍
Load Weight
840 kg
✓ Nominal
Home / Mobile App
📱 Technician Mobile App — iOS & Android
📋 My Work Orders
09:41 MYT
📶 ✅ Online
MY WORK ORDERS (4)
WO-2047
Compressor C-7 Bearing
Due: Today 12:00 · Critical
WO-2046
Pump P-12 Inspection
Due: Today 15:00 · High
WO-2045
Conveyor M-3 Lube PM
Due: Apr 26 · Medium
📷 QR / NFC Scan
📷
Scan QR / NFC Tag
✓ SCANNED: AST-0047
Compressor C-7
Health: 23% · Risk: Critical
⚠ 1 open work order
📴 Offline Mode
📴 Offline — 3 WOs cached
OFFLINE CACHE
WO-2047 — available ✓
Checklist · Parts · Photos
SYNC PENDING
2 updates queued
Will sync when online
Home / Spare Parts
📦 Spare Parts Inventory
Part No.DescriptionAsset ClassStockMin LevelStatusUnit Cost (RM)
BRG-6205Deep Groove Ball BearingCompressor2
5Reorder NowRM 45.00
SEAL-014Mechanical Seal KitPump4
5Low StockRM 280.00
BELT-A75V-Belt A75Conveyor18
5AdequateRM 32.50
OIL-ISO68Hydraulic Oil ISO 68All120L
20LAdequateRM 8.90/L
Home / Reports
📈 Reports & Analytics
📊 Available Reports
📉
Monthly OEE & Downtime Summary
Apr 2026
⬇ PDF
🧠
AI Prediction Accuracy Report
Apr 2026
⬇ PDF
🔧
Work Order Completion Report
Apr 2026
⬇ CSV
💰
Maintenance Cost Analysis
Q1 2026
⬇ PDF
📦
Spare Parts Consumption Report
Apr 2026
⬇ CSV
📊 KPI Summary — April 2026
MetricCurrentTargetStatus
OEE94.2%90%✓ Exceeded
MTTR2.4h<4h✓ Met
AI Precision87.4%>85%✓ Met
WO On-Time Rate91%>90%✓ Met
Downtime Reduction38%>30%✓ Met
Home / Settings
⚙️ Platform Settings
👤 Account Settings
NameAhmad Razali
Emailahmad@factory.my
RoleMaintenance Manager
PlanPro · RM 7,999/mo
MFA StatusEnabled
🔔 Notification Settings
Critical Alerts
Email + SMS + Push
ON
Work Order Updates
Email + Push
ON
Daily KPI Digest
Email · 08:00 MYT
ON
WhatsApp Alerts
Add-on module
OFF