Edge AI for Smart Infrastructure
AI that runs on-premise, works offline, and delivers real-time intelligence. From vision analytics to water leak detection — production-grade AI built for Indian infrastructure.
On-Premise
Edge Processing
Works Offline
No Cloud Dependency
Sub-second
Latency
Privacy-First
Data Sovereignty
Production-grade AI solutions
Two specialized AI platforms — each designed for real-world deployments with proven ROI in Indian infrastructure conditions.
Vision Intelligence Platform
Smart Entry, Occupancy & Security
Real-time vehicle detection, people counting, and space utilization powered by edge AI. Turns existing CCTV infrastructure into intelligent automation — no cloud dependency, works offline.
- Number plate recognition (ANPR) for automated entry/exit
- People counting with direction tracking
- Seat & room occupancy detection
- Restricted area intrusion alerts
- Footfall analytics & heatmaps
Deployed across
AquaAI Platform
Smart Water Intelligence
Detect leaks early, reduce water loss, and make every drop count. AI-powered monitoring learns your facility's water patterns and flags anomalies — from slow underground leaks to sudden consumption spikes.
- Abnormal usage detection with pattern learning
- Leak probability scoring (0-100% confidence)
- Predictive pipe health assessment
- Zone-wise consumption monitoring
- Non-revenue water (NRW) reduction
Deployed across
IoTMATE PredictIQ
AI Device Health & Failure Prediction
Predict equipment failure before it happens. AI-powered wear & tear detection learns each device's healthy behavior and flags degradation — even when sensor values are within normal limits.
- Device Health Score (0-100) for every asset
- Remaining useful life estimation
- Failure probability with maintenance alerts
- Works with existing sensors — no special hardware
- AI learns unique baseline per device
Deployed across
IoTMATE ClogGuard AI
Early Clog & Blockage Detection
Detect pipeline clogging, sediment buildup, and partial blockages before they cause supply failure. AI-based trend detection using EWMA models — purpose-built for Indian water conditions.
- EWMA-based gradual clog detection
- Flow + pressure trend correlation
- Works with noisy Indian water data
- Edge AI — works without internet
- 6-12 month payback period
Deployed across
From deployment to intelligence
A clear four-step process — from edge hardware setup to actionable insights on your dashboard.
Edge Deployment
AI models run on local edge devices (Jetson, RK3588, x86) deployed on-site. No video or sensor data leaves your premises.
Real-time Processing
Sub-second inference for detection, counting, and anomaly identification. Continuous monitoring without internet dependency.
Smart Alerts
Rule-based and AI-triggered notifications via dashboard, SMS, WhatsApp, and email. Context-rich alerts with severity and location.
Cloud Dashboard
Unified analytics platform with real-time monitoring, historical reports, trend analysis, and exportable data for decision-making.
AI that respects your data
Cloud-based AI means your data travels to remote servers. Edge AI processes everything locally — faster, cheaper, and private.
Privacy-First
All AI inference runs on-premise. No video feeds or sensitive data leave your network. Full data sovereignty.
Offline Capable
Edge processing continues even when internet is down. Data syncs automatically when connectivity is restored.
Low Latency
Sub-second detection and alerting with zero round-trip to cloud servers. Critical for real-time safety and access control.
Cost Effective
No recurring cloud compute costs for AI inference. One-time edge hardware investment with predictable operational costs.
The IoTMATE AI Stack
Full-stack AI delivery — no third-party dependency.
Custom AI Models
Trained for Indian conditions — varied lighting, license plate formats, mixed infrastructure.
Edge Hardware
Jetson, RK3588, and x86 compute devices optimized for continuous AI inference.
IoTMATE Platform
Device management, OTA updates, secure connectivity, and cloud analytics — all in-house.
Integration Ready
APIs for ERP, BMS, access control, SCADA, and existing camera infrastructure.
AI for every infrastructure segment
Every building, factory, and facility already has the budget for smarter operations. Our AI turns existing infrastructure into intelligent automation.
Apartments & Gated Communities
Automated entry, visitor analytics, water leak detection
Offices & IT Parks
Occupancy monitoring, seat utilization, energy optimization
Malls & Retail
Footfall analytics, queue detection, peak hour analysis
Factories & Warehouses
Safety compliance, restricted area alerts, water monitoring
Smart Cities & Government
DMA-based water monitoring, traffic intelligence, public safety
Campuses & Hospitals
Zone-wise consumption, underground leak detection, ESG reporting
We build the entire system
Not just AI models — hardware, firmware, connectivity, cloud platform, and mobile apps. One team, full ownership, faster support.
Full-Stack Ownership
Hardware, firmware, AI models, cloud, and apps — all built in-house. No vendor lock-in.
Custom Deployments
Every installation is tailored. Custom rules, zones, alerts, and third-party integrations.
OTA Model Updates
AI models improve continuously. Over-the-air updates push better accuracy without site visits.
Proven ROI
Before vs. after dashboards that show measurable savings. The system pays for itself.
Deployment reality
We believe in transparency. Here's what to expect.
How fast can we deploy?
Vision AI: 1-2 weeks from camera audit to live dashboard. AquaAI: 2-4 weeks including sensor installation.
What about existing infrastructure?
Vision AI works with existing CCTV cameras. AquaAI uses non-invasive clamp-on sensors — no pipe cutting.
Do we need internet?
No. Edge AI processes everything locally. Internet is optional for cloud dashboard sync and remote access.
What happens after the pilot?
You keep the data, dashboards, and savings. Scale zone-by-zone at your pace with full technical support.
Both platforms are production-tested across apartments, offices, and industrial facilities across India.
Ready to deploy AI in your infrastructure?
Start with a pilot. See the data. Prove the ROI. We handle the entire deployment — from hardware to cloud.