R&D & Innovation
Building AI where the internet ends.
Our R&D conviction: the next generation of industrial systems cannot afford the latency, cost, or energy overhead of centralised inference. We are building toward high-speed, ultra-low-power AI that runs where the data is generated.
ARIVON
Intelligent vision at the edge. Made in India.
ARIVON is an edge AI vision platform engineered for real-time intelligent visual analysis in industrial, healthcare, and security environments. Built on a dual-chip architecture combining reconfigurable FPGA vision processing with ultra-low-power sensor fusion, ARIVON processes all data on-device — no cloud dependency, deterministic latency, and clinical-grade reliability.
Market Context
$47B
Global AI camera market by 2030
21.6% CAGR
$4.4B
India surveillance market in 2025
Growing rapidly post-mandate
80%+
Products non-compliant after April 2025 STQC mandate
Market gap created overnight
0
STQC-certified, healthcare-native, FPGA-based edge AI cameras in India today
The gap ARIVON targets
Edge Intelligence & Digital Twins
Autonomous Infrastructure Inspection
Real-time UAV-based monitoring of large-scale energy and civil assets, with defect detection running fully on-device. Our prototype demonstrated real-time windmill and solar panel inspection from a UAV with on-device AI, delivering instant defect detection without cloud dependency.
Digital Twin Environments
Persistent, simulation-ready models of physical assets that update in real time — for infrastructure and architectural maintenance. These reduce human risk in hazardous environments and enable predictive intervention before failure occurs.
Target Verticals
Edge AI & Computer Vision — Service
What this means for your business
We deploy AI models that run directly on the hardware collecting the data — cameras, drones, sensors, industrial equipment. The result is instant decisions, zero internet dependency, and no data leaving the physical site.
For industries where milliseconds matter — manufacturing quality control, infrastructure inspection, patient monitoring, renewable energy maintenance — edge AI changes what is possible. Real-time defect detection on a production line or a drone inspection of a wind turbine cannot wait for a round-trip to a cloud server. Edge AI eliminates that wait entirely.
Technical stack: PyTorch / TensorFlow → TensorRT, ONNX, TFLite. Deployment on NVIDIA Jetson, AMD Xilinx Kria FPGA, Raspberry Pi, custom ARM SoCs. Optimisation via pruning, knowledge distillation, and quantisation for target inference speeds on constrained hardware.
Interested in ARIVON or edge AI for your infrastructure?
We are working with early design partners in manufacturing, healthcare, and energy. If you operate in India and need STQC-compliant, on-premise vision AI, get in early.