IoT Fleet Solutions
Deploy autonomous fleets—drones, vehicles, building systems, industrial equipment—with onboard AI for real-time decisions and cloud AI for fleet-wide intelligence. The architecture is device-agnostic: same patterns for aerial, ground, and fixed IoT.
| Fleet Type | Examples |
|---|---|
| Aerial | Drones, UAVs, inspection aircraft |
| Ground Vehicles | Trucks, AGVs, forklifts, tractors |
| Building IoT | HVAC, access control, sensors, meters |
| Industrial | Manufacturing equipment, robotics, conveyors |
All device types share the same architecture: edge AI, NATS JetStream messaging, digital twins, and unified fleet management. The pages below show how this applies to specific industries.
Agriculture & Farming
Precision agriculture at scale. Crop monitoring, pest detection, and variable-rate spraying with AI that understands your fields.
Construction & Infrastructure
Site surveys, progress tracking, and infrastructure inspection. Digital twin comparison with real-world conditions.
Public Safety & Emergency
Search and rescue, disaster response, and situational awareness. Thermal imaging, person detection, and coordinated response.
Logistics & Delivery
Last-mile delivery, warehouse operations, and inventory management. Autonomous navigation with fleet-wide optimization.
Energy & Utilities
Power line inspection, solar panel analysis, and pipeline monitoring. Detect defects before they become failures.
Mining & Resources
Stockpile measurement, site surveying, and safety monitoring. Accurate volume calculations and progress tracking.
Environmental Monitoring
Wildlife surveys, pollution detection, and forestry management. Long-term trend analysis with automated compliance reporting.
The AI Advantage
Every IoT fleet solution combines two AI layers:
| Layer | Location | Capability |
|---|---|---|
| Edge AI | On-device (Jetson, Pi, embedded) | Real-time inference, object detection, immediate decisions without connectivity |
| Cloud AI | NATS JetStream backend | Fleet-wide analytics, historical trends, predictive maintenance, coordination |
Edge processing handles the millisecond decisions. Cloud processing handles the fleet-wide intelligence. Same pattern whether the device is airborne, on wheels, or bolted to a wall.
Enterprise Platforms
Beyond drone fleets, we provide document and data management for regulated industries.
Manufacturing
From design to fabrication with AI that understands production constraints. CAM integration, process planning, quality tracking.
Robotics & Simulation
Spatial reasoning for robots. Work cell design, path planning, and simulation-to-reality pipelines.
Financial Services
Compliance without complexity. Loan applications, disclosures, regulatory documentation with complete audit trails.
Government & Public Sector
Serve every citizen. Paper and digital unified. Accessible formats, archival compliance, legacy system integration.
Healthcare
Less administration, fewer errors, better care. Patient intake, consent management, EMR integration.
Education
Modern administration, traditional options. Enrollment, permissions, student records—paper and portal unified.
Insurance
Every channel, one system. Field agents, online customers, mailed claims—all processed uniformly.
Built on Open Standards
All solutions share our core foundation:
| Capability | Benefit |
|---|---|
| NATS JetStream | Real-time messaging, persistent streams, offline resilience |
| Open Protocols | MAVLink, STEP, IFC—no vendor lock-in |
| Self-Sovereign | Deploy on your infrastructure, own your data |
| AI-Native | Model Context Protocol for intelligent assistance |
Get Started
Contact us to discuss which solutions fit your organization.