IoT & RoboticsWhere Hardware Meets Intelligence
Live camera and drone control systems, edge AI deployments, predictive maintenance, and sensor data pipelines — the software layer for businesses with physical operations.
Software for businesses with physical operations
Cameras, drones, sensors, and machines generate data. The hard part is turning that data into decisions — fast enough to matter, reliable enough to trust, and presented in a way operators can actually use. That is where our IoT and robotics work focuses.
We have shipped live multi-camera dashboards with drone telemetry and control, real-time object detection and counting systems with computer vision models, and digital twin platforms for simulating real-world scenes. We are comfortable across the stack — embedded firmware adjustments, edge inference, real-time message brokers, web dashboards, and mobile companion apps.
This is the most specialized service in our portfolio. We are honest about scope: we are software people, partnering with your hardware vendors and integrators. When the work crosses into custom electronics or mechanical engineering, we say so up front and bring in the right partners.
Real-time at scale
Multi-stream video, sensor telemetry, and live control with sub-second latency targets.
Edge AI deployed
On-device inference for video, sensors, and control loops — not just cloud round-trips.
Predictive, not reactive
ML models that flag failures before they happen, not after the alarm goes off.
Production-grade ops
Audit logs, alerting, secure remote access, OTA firmware updates where applicable.
What we actually deliver
Capabilities that ship together, not as eight separate sales pitches. Every project blends the ones your problem needs.
IoT device dashboards
Cloud or self-hosted dashboards for your fleet of connected devices.
- Device provisioning + onboarding
- Telemetry visualization
- Remote configuration
- Group + role management
Live camera & drone control
Multi-stream surveillance interfaces with drone telemetry and control loops.
- RTSP / HLS / WebRTC streams
- Drone telemetry & control
- Alert and recording pipelines
- Operator collaboration
Edge AI & computer vision
Object detection, counting, classification, and flow analysis at the edge.
- YOLO and custom CV models
- Edge inference (Jetson / Coral)
- GPU-accelerated pipelines
- Annotation + retraining loops
Predictive maintenance
Catch failures before they happen — vibration, temperature, current, and behavioural signals.
- Sensor data pipelines
- Anomaly detection models
- Maintenance scheduling
- Failure correlation
Sensor data pipelines
Ingest, store, and analyze billions of sensor readings without breaking the bill.
- MQTT / OPC UA brokers
- TimescaleDB / InfluxDB
- Aggregation + retention
- Stream + batch processing
Industrial monitoring
SCADA-style monitoring software for industrial environments.
- Process variable dashboards
- Alarm management
- Operator audit trails
- Historical replay
Smart facility & buildings
Energy, HVAC, occupancy, and facility ops integrated into one operator console.
- Multi-protocol integration
- Energy and sustainability KPIs
- Tenant / occupant apps
- Reports and compliance
Drone & autonomous systems UI
Operator software for drones, AGVs, and other semi-autonomous systems.
- Mission planning UIs
- Live video + map overlay
- Command + control loops
- Telemetry capture
Tech we ship on
Modern, production-tested, and chosen because it makes your project better — not because we like the logos.
Edge & device
Protocols
Data & ML
Dashboards
Industries we already serve
We have shipped in these spaces before. Even when your industry is not on the list, the patterns usually transfer.
Security & Surveillance
Multi-camera, drone, and intrusion-detection systems for facilities and sites.
Industrial Automation
Process monitoring, SCADA, predictive maintenance for manufacturing.
Logistics & Fleet
Vehicle telemetry, asset tracking, route + fuel optimization.
Smart Buildings
Energy, HVAC, occupancy, and tenant experience platforms.
Agriculture & AgriTech
Soil, climate, irrigation, and yield monitoring.
Healthcare Devices
Connected medical device dashboards and analytics.
Recent work
Real, live, production-deployed projects — not concept demos.
IbexEye
Security camera, drone, alert and sensor system with live video, controls, and real-time alerting — desktop and mobile clients.
IbexCortex
AI digital twin platform for real-world scene simulation, scenario management, and visualization.
Smart AI Flow
Real-time object counting, classification, and flow analysis using computer vision and deep learning.
Frequently asked questions
The answers prospective clients usually want before the first call.
Software only — we are honest about this. We partner with your hardware vendors and integrators, write firmware bridges where needed, and own the entire software stack: edge code, cloud, dashboards, mobile companion apps. When a project genuinely needs custom electronics or mechanical work, we say so and bring in trusted hardware partners.
Have hardware that generates data nobody's looking at?
Tell us about your devices and what you wish you could see. We'll scope a software layer that turns the data into decisions.