Building in Public — 8 Verticals in Active Development

Real-World Domain AI.
Built Here. Yours to Own.

Unarvu AI trains on live operational data across 8 industries — then enables your team to deploy domain-specific intelligence without vendor lock-in.

Explore AI Solutions Partner With Us
See Our Roadmap →
  • 8 Verticals in Active Development
  • Malaysia-Based Infrastructure
  • ISO 27001 Certified
  • PDPA Compliant
  • No Vendor Lock-in

// Solutions

AI Intelligence for Your Industry

Domain-trained AI layers for energy, industrial, smart city, healthcare, transport, water, and asset management.

Energy & ESG Intelligence

Live AI Layer

Dynamic anomaly detection, cross-utility optimization, and automated ESG compliance reporting.

  • Predictive Analytics → Dynamic Threshold-less Anomaly Detection for Multi-Site Energy
  • Optimization Engine → Cross-Utility Consumption Optimization
  • Compliance Automation → Automated ESG, GSC & EECA Reporting
  • Pattern Recognition → Site-Specific Energy Behavior Learning

Ecosystem: energyusage.my

Industrial Plant AI

In Pilot

Predictive maintenance and process optimization for sewage treatment and network pumping stations.

  • Predictive Maintenance → Pump Failure Prediction for Sewage Treatment
  • Process Optimization → 24/7 Operational Pattern Learning
  • Anomaly Detection → Real-Time Deviation Detection
  • Decision Support → AI Plant Manager for Remote Operations

Ecosystem: agentaipm.my

Smart City Edge AI Camera

In Pilot

Real-time violation detection on RK3588 edge hardware with 90%+ bandwidth reduction.

  • Edge Inference → RK3588 + 20 TOPS Accelerator Deployment
  • Real-Time Enforcement → Jaywalking, Parking & Traffic Violation Detection
  • Event-Based Processing → 90%+ Bandwidth Reduction
  • Scalable Deployment → 4G Solar-Powered 72h Autonomous Units

Ecosystem: cre8iot.com

Indoor Asset Intelligence

In Development

Medical device usage pattern analysis, downtime risk prediction, and performance forecasting.

  • Asset Utilization → Medical Device Usage Pattern Analysis
  • Predictive Maintenance → Equipment Downtime Risk Prediction
  • Lifecycle Analytics → Asset Performance Degradation Forecasting

Ecosystem: thadam.ai

Outdoor/Rental Asset Intelligence

Planned

Fleet behavior analysis, failure risk prediction, and deployment optimization for heavy machinery.

  • Fleet Behavior → Heavy Machinery Utilization Mapping
  • Failure Prediction → Rental Equipment Maintenance Forecasting
  • Deployment Optimization → Fleet-Wide Positioning & Balancing

Ecosystem: cre8iot.com

Healthcare AI Platform

In Development

Nurse call response optimization, patient risk detection, and ward-level operational intelligence.

  • Response Analysis → Nurse Call Response Time Optimization
  • Risk Detection → Fall Detection & Bedside Event Prediction
  • Staff Efficiency → Ward-Level Operational Intelligence
  • Reporting Automation → Monthly Compliance & Performance Reports

Ecosystem: ezycall.com.my

Transport & Logistics AI

Planned

Driver safety analysis, fuel-optimized routing, compliance detection, and AI-powered dispatch.

  • Driver Safety → ADAS & DMS Behavior Pattern Recognition
  • Route Intelligence → Fuel-Optimized Dynamic Routing
  • Compliance Detection → CV-Based Regulatory Violation ID
  • Auto Job Assignment → AI-Powered Dispatch & Load Matching

Ecosystem: lorrysystem.ai

Water & Utility Intelligence

Planned

Leak detection, quality prediction, cross-correlation analytics, and DMA performance monitoring.

  • Leak Detection → Non-Revenue Water Anomaly Identification
  • Quality Prediction → Contamination Risk Forecasting
  • Cross-Correlation → Energy-Water Usage Pattern Integration
  • System Analytics → DMA Performance Monitoring

Ecosystem: asiaiot.com.my

// Partnership

Built It. Proved It.
Now Enabling Yours.

01

We built the AI layer so you don't have to.

Save 18-24 months of R&D. Our domain-trained models are production-ready across 8 verticals.

02

AI without vendor lock-in.

Own your models. No dependency on third-party AI APIs. Full IP transfer available.

03

From proof to platform.

8 verticals deployed with live customer data. Domain knowledge is your competitive edge.

04

Full-stack or modular — your choice.

Complete AI engine or just inference, training pipeline, or knowledge base integration.

IP Transfer Team Training White-Label Co-Managed
Discuss Your AI Layer

// Roadmap

Building in Public.
Progress You Can See.

Transparent timeline of our 8 vertical AI layers and partner platform development.

Q2 2025

Energy AI — Dynamic anomaly detection at first hospital

Deployed

Q2 2025

Industrial Plant AI — Pump failure prediction trained

In Pilot

Q3 2025

Edge AI Camera — Traffic violation on RK3588

In Pilot

Q3 2025

Healthcare AI — Nurse response pattern analysis

In Development

Q4 2025

Indoor Asset AI — Medical device utilization model

In Development

Q4 2025

Water AI — Non-revenue water detection

Planned

Q1 2026

Transport AI — Driver behavior with dashcam data

Planned

Q1 2026

Outdoor Asset AI — Fleet optimization

Planned

Q2 2026

Partner API Beta — Standardized AI layer for SIs

Planned

// Differentiation

Why Domain-Trained AI Matters

Real Data, Real Verticals

Trained on live operational data from actual sites — not synthetic datasets. Our models understand the noise, seasonality, and edge cases of real industrial environments.

Edge-First Architecture

Local inference on RK3588, Intel, CM5, and AMD hardware. Your sensitive data never leaves the premises unless you choose cloud deployment.

Malaysia-Developed

Full data sovereignty under PDPA. Local support team. No cross-border data transfer without explicit written agreement.

Open Model Philosophy

Transfer IP, white-label, or co-manage. Your data stays yours. Your models can be exported and deployed independently.

// Contact

Let's Talk AI

Whether you're exploring AI for your operations or looking to partner, we're ready to discuss.

Reach Us Directly