IoT & Smart Systems

Operational Systems for Connected Devices & Infrastructure

We build platforms that ingest sensor data, detect anomalies, predict failures, and automate responses across your device fleet. Replace manual monitoring, reactive maintenance, and disconnected dashboards with intelligent operational systems.

MQTT / CoAP / HTTP protocolsEdge & cloud processingReal-time telemetry at scale

How It Works

Sensor Data
Anomaly detectionAlert & dispatch
95% uptime
Device Telemetry
Predictive modelSchedule maintenance
70% fewer failures
Energy Reading
Usage patternAuto-optimize
30% cost reduction
Location Ping
Route analysisFleet coordination
Real-time visibility

What We Build

Four system categories that cover the operational backbone of IoT and connected infrastructure.

Device Management & Monitoring

Build centralized platforms that provision, monitor, and manage thousands of connected devices. Replace fragmented dashboards and manual firmware updates.

  • Device provisioning & onboarding automation
  • Real-time health monitoring & alerting
  • Over-the-air (OTA) firmware management
  • Device lifecycle & inventory tracking
  • Multi-protocol support (MQTT, CoAP, HTTP)

Data Pipeline & Analytics

Ingest, process, and analyze high-volume sensor data in real time. Turn raw telemetry into actionable operational intelligence.

  • Real-time data ingestion & stream processing
  • Time-series storage & query optimization
  • Anomaly detection & pattern recognition
  • Custom dashboards & visualization
  • Historical analysis & trend reporting

Predictive Maintenance

Use sensor data and machine learning to predict equipment failures before they happen. Replace reactive maintenance with intelligent scheduling.

  • Equipment health scoring & degradation tracking
  • Failure prediction & remaining life estimation
  • Automated work order generation
  • Spare parts inventory optimization
  • Maintenance history & cost analytics

Smart Environment Systems

Automate building, facility, and infrastructure operations using connected sensors and intelligent control systems.

  • HVAC & energy optimization automation
  • Occupancy tracking & space utilization
  • Access control & security system integration
  • Environmental monitoring (air, water, noise)
  • Automated compliance & sustainability reporting

Typical Results

Equipment downtime

1.2%

from 8%

Energy costs

-30%

from Baseline

Maintenance costs

-45%

from Baseline

Mean time to detect

30 seconds

from 4 hours

Device fleet managed

10k+ automated

from Manual

Built For

Manufacturing and industrial operators
Facility and building management companies
Fleet and logistics operators
Energy and utility providers
Smart city and infrastructure projects
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