Complete Solutions
Delivered
Representative projects across Edge AI hardware, Industrial IoT systems, and controlled environment automation. All systems are production-intent from initial concept.
Water Management
Hydroficient
Industrial water management and building water control.
We restarted a water-monitoring initiative that had stalled on hardware and integration. The outcome is a field-ready sensing stack with rugged enclosures, dependable field buses, and cloud-backed data so building operators can trust what they see on the dashboard.
Key result
~1/3prior cost
Technologies
Controlled-environment vision
Crop Vision Edge
Greenhouse-grade grading and computer vision on the floor.
This project brings machine vision to the greenhouse floor for consistent plant grading under harsh humidity and temperature swings. Operators get a purpose-built station and workflows, while agronomy teams receive structured outputs they can use for quality control and planning.
Key result
<200msinference
Technologies
Microclimate IoT
HG-4
High-density shelf mapping for vertical farms.
HG-4 is a dense microclimate network built for vertical racks where wireless propagation and power are genuinely difficult. It gives growers shelf-level visibility into temperature, humidity, light, and carbon dioxide so environmental decisions are grounded in distributed data instead of a single-room sensor.
Key result
70shelf-level sensing nodes
Technologies
Security hardware
LoiterGuard
Edge security from fragile prototype to deployable hardware.
LoiterGuard compresses concept, industrial design, and integration into a short calendar window so security teams can move from a fragile demo to deployable hardware. The focus is dependable sensing, clear operator feedback, and a path to manufacturing without reinventing the architecture at the eleventh hour.
Key result
8 weeksprototype to deployment
Technologies
Machine vision
Omni Camera
Modular multispectral edge AI for production lines.
Omni Camera packages multispectral imaging and on-device intelligence for production lines and controlled environments that cannot tolerate fragile lab setups. The system is designed to swap optics and integrate with existing plant equipment so vision becomes part of the line instead of a bolt-on experiment.
Key result
Modularoptics
Technologies
Building a Production
System?
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