Koca Ventures provides innovative software, AI, and fractional CTO/CFO services.
Koca Ventures Ltd
71-75 Shelton Street
Covent Garden, London
WC2H 9JQ, United Kingdom
Registered in England & Wales — 16231043
Expert perspectives on AI, edge computing, and enterprise technology
Our founder identified CVE-2026-24148 (CVSS 9.4 Critical) — a critical insecure default initialization vulnerability in NVIDIA's Jetson embedded AI platform affecting Xavier and Orin series devices used in autonomous systems, robotics, and defense applications worldwide.
Read MoreAn autonomous system is any machine that can operate on its own without human control. This includes self-driving cars, warehouse robots, delivery drones, and agricultural machinery.
Read MoreIsaac ROS is NVIDIA's toolkit for building smart robots. It's a collection of pre-built, GPU-accelerated software packages that handle common robotics tasks—so you don't have to reinvent the wheel.
Read MoreImagine a robot trying to navigate a warehouse. Unlike humans who can instantly see depth and obstacles, robots need to build a 3D map of their surroundings from camera and sensor data. This process of creating a 3D model of the real world is called 3D reconstruction.
Read MoreImagine you're putting a smart camera in a factory or a self-driving car on the road. These devices run on small computers called NVIDIA Jetson. Unlike your home computer that sits safely in your house, these edge devices are out in the real world where anyone could potentially tamper with them.
Read MoreComputer vision teaches computers to "see" and understand images and video. It's the technology behind face unlock on your phone, self-checkout at stores, and self-driving cars understanding the road.
Read MoreWhen your AI model makes predictions, that's called "inference." Edge AI inference means running these predictions locally on a device like a Jetson instead of sending data to the cloud. It's like having a smart assistant that thinks locally rather than calling a remote server for every question.
Read MoreTensorRT is NVIDIA's secret weapon for making AI models run incredibly fast. Think of it as a translator and optimizer—it takes your AI model and rewrites it to run up to 40x faster on NVIDIA hardware.
Read MoreImagine you're trying to understand a sentence. To fully understand a word, you need to know what comes before it AND what comes after it. A BiLSTM Bidirectional Long Short-Term Memory is an AI model that reads data in both directions—forward and backward—just like how you'd naturally understand con...
Read MoreOptimization is the art of making AI models: -
Read MoreThink of DeepStream as a super-powered video processing factory. You feed it video streams from cameras, and it automatically detects objects, tracks people, recognizes faces, reads license plates—all in real-time, all at once.
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