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IoT & Edge AI Systems

"AI systems that predict machine failures before they happen."

Unplanned machine downtime costs Indian manufacturers an average of ₹5–20 lakhs per hour. Our IoT sensors and edge AI give you a live feed of every machine's health — detecting the early signs of failure days before your operators notice anything wrong.

Every machine, monitored in real time

FACTORY FLOOR — LIVE MONITORING

CNC Machine #1
● NORMAL
72°C
Bearing Temp
Compressor A
⚠ WARNING
89°C
Oil Temp — High
Press Line #3
✕ ALERT
4.2mm/s
Vibration — Critical
Conveyor Belt B
● NORMAL
98.2%
Efficiency
Boiler Unit 2
● NORMAL
145 PSI
Pressure
Packaging Unit
● NORMAL
247/hr
Output Rate

* AI detected Press Line #3 bearing degradation 72 hours before failure. Maintenance scheduled. Estimated savings: ₹4.3L in downtime.

Predictive Maintenance

AI models trained on vibration, temperature, and current data detect bearing wear, motor degradation, and lubrication failures 48–96 hours before breakdown — schedule maintenance on your terms, not emergencies.

Real-Time Quality Control

Computer vision cameras on your production line detect defects at 99.4% accuracy — catching rejects before they reach customers, reducing warranty claims and reputation damage.

Cold Chain Monitoring

Real-time temperature, humidity, and shock sensors across your cold chain — with alerts the moment conditions deviate. GPS tracking and full audit trail for FSSAI and pharmaceutical compliance.

Energy Optimisation

AI identifies energy waste patterns across shifts, machines, and seasons. Automated load balancing and predictive demand management — typically reducing energy costs by 12–25%.

Smart Warehouse Management

IoT-enabled inventory tracking, automated reorder triggers, and AI-guided pick paths — reducing fulfilment errors and increasing warehouse throughput by 30–40%.

Edge-to-Cloud Architecture

AI processes critical data at the edge (on-device) for zero-latency decisions, while syncing to cloud for analytics, reporting, and remote management — works even with intermittent connectivity.

Built for India's physical economy

If you own machines, manage a production floor, run a warehouse, or operate a cold chain — IoT and Edge AI will directly reduce your costs and increase your output. No IT team required.

Manufacturers Automotive Suppliers Food & Beverage Pharma & Healthcare Cold Chain Logistics Warehouses Textile Mills Chemical Plants
01

Automotive Supplier — Predictive Maintenance

Installed vibration sensors on 24 CNC machines. AI predicted 7 failures over 6 months — all serviced before breakdown. Previous year: 11 unplanned stoppages costing ₹38L. After: zero. System paid for itself in 3 months.

02

Cold Chain — Pharmaceutical Distributor

IoT temperature monitoring across 4 warehouses and 12 delivery vehicles. Detected 3 refrigeration failures before product was damaged. Estimated pharma product loss prevented: ₹22L in one quarter.

03

Food Processing — Quality Control AI

Computer vision system on the packaging line catches 97% of defects (foreign matter, seal failures, underfill) — replacing manual inspection that was catching only 70%. Zero recall incidents since deployment.

How much is downtime costing you right now?

Most factory owners can't answer this question precisely. We can — in one assessment visit. Book a free IoT readiness consultation.

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