Case Studies / Defence
Defence · IoT + AIThe alert that paid for itself 100 times over.
AI-driven environmental monitoring for DRDO data centres — one proactively caught power event prevented a $1.3M loss.
$1.3M
Loss prevented
100%
Power-event detection
9.5/10
Client rating
The ClientDefence Research & Development Organisation (DRDO), Ministry of Defence, Government of India.
01
The Challenge
Facilities of national importance depended on humans watching dials.
✕Manual monitoring was a single point of failure
✕24/7 staffing burden across critical rooms
✕One missed alert could mean catastrophic loss
02
What We Built
The DCEM system — an AI-powered IoT monitoring network for data centre environments.
✓Smart sensors: fire, temperature/humidity, power fluctuation and surge
✓AI anomaly detection and prediction on live telemetry
✓Intelligent alert escalation to 10+ personnel with persistent reminders until acknowledged
✓Web console with full audit logs; alerts via email and SMS
03
The Stack
TensorFlowOpenCVFastAPIMongoDBFlutterReactKubernetesPrometheus
04
The Results
Numbers from production operation — not projections.
100%
Accurate power-fluctuation detection
$1.3M
Loss prevented by one proactive catch
24/7
Autonomous monitoring
My rating is 9.5/10! Ticvic delivered an excellent IoT-based product within the agreed timeline. Its compact, handy design makes it easy to deploy in places like server rooms or power rooms.LS VenkateshTechnical Officer 'A', DRDO
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