InSiSo is building the on-device vision intelligence layer for industrial physical AI. Our proprietary InSiSoNet™ engine turns any camera feed into real-time decisions on any silicon — deploy once, run anywhere.
INSISONET · TARGET_UNITA complete vision AI stack — from dataset to deployed edge intelligence.
BUILDDataset management, annotation, versioning, training, evaluation, and ONNX export in a single workspace built to ship better models.
DEPLOYLow-latency runtime engine that turns optimized ONNX models into real-time edge intelligence with hardware-tuned execution and runtime analytics.
A proprietary object detection model, architected from scratch to run inside silicon.
InSiSoNet™ is not a fine-tuned open model. Every layer — backbone, neck and detection head — was designed and trained in-house for constrained edge compute, then compiled down to the accelerator it runs on.

Custom convolutional backbone, quantization-aware training and operator fusion — so the model fits the accelerator instead of the accelerator fitting the model.

Dense multi-object detection and tracking on live industrial streams, with deterministic latency and no cloud round trip.

— awaiting inference —
Illustrative visualization of InSiSoNet™ output. Ask for a live demo on your own footage and silicon.
Additional accelerator ports are in active validation.
One architecture. Multiple vision inputs. Any hardware. Infinite applications.
Four domains · powered by InSiSoNet™

Real-time Automatic Number Plate Recognition for intelligent transportation systems — highway tolling, expressway monitoring, smart cities, fleet and access control.

Object detection, classification, and decision triggers wired directly into PLCs and robots. Deployed on assembly lines, warehouses, packaging, and material handling.

Real-time defect detection for smart manufacturing — PCB inspection, electronics, automotive components, precision assembly, and semiconductor packaging.

Perception for next-generation agricultural machines — crop detection, weed classification, and edge-side decision making for selective weeding and monitoring.
InSiSoNet™ in the field — from production line to silicon.
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Building the future of physical AI — the vision layer powering intelligent machines.
InSiSo Technologies is a member of the NVIDIA Inception program and works with partners including Bosch Rexroth, ctrlX Automation, and SFAL to bring on-device vision intelligence to the industrial edge.
Bring InSiSoNet™ to your silicon. Integrations start in weeks, not months.