Koca Ventures Ltd
71-75 Shelton Street
Covent Garden, London
WC2H 9JQ, United Kingdom
Registered in England & Wales — 16231043
About the Company
Built by Engineers,Not Middlemen
Koca Ventures Ltd is a London-registered engineering consultancy founded by Ozgur Ogul Koca — NVIDIA PSIRT Advisor, edge-AI and computer-vision engineer, and the named reporter of CVE-2026-24148 in NVIDIA Jetson Linux. We design and operate production systems where the engineering is the product, not a wrapper around someone else's API.
Not to be confused with the Islamic Studies scholar at Bayan Islamic Graduate School who publishes under the same surname. That author has no connection to this business.
Leadership
Ozgur Ogul Koca
Also known as: Özgür Oğul KocaFounder & CEO — Koca Ventures
Ozgur Ogul Koca is the founder and CEO of Koca Ventures Ltd. He is credited by NVIDIA's Product Security Incident Response Team as an NVIDIA PSIRT Advisor on CVE-2026-24148 (NIST 9.4 / NVIDIA CNA 8.3, March 2026) — a high-severity vulnerability in NVIDIA Jetson Linux that allowed information disclosure, data tampering, and partial denial-of-service across devices sharing the same machine ID. He spends most of his week writing and reviewing C++, Rust, Python, and TypeScript. The rest of it goes to architecture decisions for clients, hardware-security research, and running a small two-node GPU cluster used for distributed training experiments.
Most 'AI consultancies' do one of two things: resell GPU credits to confused buyers, or build a demo and call it a deployment. The shape Koca Ventures wants is uncommon: a small UK Ltd that ships its own production code, owns the hardware-security and ledger-correctness depth most agencies cannot fake, and is run by an engineer with a verifiable security-research record. He builds in the open at github.com/OzgurOguLKoca (personal) and github.com/KocaVentures (organisation).
Last reviewed:
Credentials & Recognition
- NVIDIA PSIRT Advisor — hardware and software vulnerability research, responsible disclosure
- Creator of Project Orion — deployed across 10+ hospitality locations
- Creator of Project Vanguard — sensor fusion, LiDAR, and edge AI on NVIDIA Jetson
- PCB design, embedded firmware (C++/C#/Rust), and hardware security research on client electronics
- NVIDIA PSIRT Acknowledged Researcher — CVE-2026-24148 (NIST 9.4 / NVIDIA CNA 8.3, March 2026)
Vulnerability Research
CRITICALCVE Identifier
CVE-2026-24148CVSS 9.4
Affected Platform
NVIDIA Jetson Xavier & Orin Series(Jetson Linux)
Weakness
CWE-1188Insecure Default Initialization of Resource
Acknowledged by NVIDIA Product Security Incident Response Team (PSIRT) for discovering a critical vulnerability in the Jetson embedded AI platform through responsible disclosure.
What We Do
Four Practice Areas
01
Edge AI on NVIDIA Jetson
DeepStream pipelines, TensorRT optimisation, multi-camera analytics, secure boot, and offline operation. Built for the Jetson Orin family and shipped to production.
02
Banking-Grade Transaction Systems
High-throughput TigerBeetle ledgers, Kafka event streaming, PCI-DSS-aligned architecture, and the hybrid TigerBeetle + PostgreSQL pattern most production fintechs use.
03
Robotics Simulation on Isaac SIM
NVIDIA Isaac SIM 5.0 digital twins, OpenUSD pipelines, Omniverse Replicator synthetic data, and sim-to-real reinforcement learning with production hand-off into Jetson edge deployments.
04
Fractional CTO for AI Startups
On-demand technical leadership for UK and EU startups scaling past MVP: architecture review, hiring, investor due diligence, and engineering hygiene that survives a Series A.
How We Operate
Four Principles We Don't Negotiate On
01
First Principles
We build from first principles. If a better architecture exists, we use it — even if it means more engineering effort. We don't wrap existing APIs and call it AI.
02
Transparency
Every engagement is open about methods, trade-offs, and timelines. Clients see the architecture, the code, and the reasoning — not just a deliverable.
03
Execution
We ship working products. Engagements end with deployed code, not reports. Measurable outcomes are the only metric that matters.
04
Partnership
We embed into client operations. The best results come from understanding the business, not just the technical brief. We are a long-term partner, not a sprint vendor.
Technical Focus Areas
Where the Depth Is
01
Computer Vision
End-to-end camera inference pipelines from sensor selection through DeepStream graph configuration to production deployment. Trained on multi-camera, multi-object hospitality and security scenarios.
02
Edge AI & Sensor Fusion
NVIDIA Jetson deployment across DeepStream, TensorRT, and Isaac Sim. Sensor fusion pipelines combining LiDAR (Benewake TF03), pan-tilt cameras, and radar — with boresight calibration and Teensy 4.1 firmware for real-time control. Inference at the source, latency in milliseconds.
03
Systems Engineering
Multi-language production systems across the full stack: C++, C#, and Rust for embedded controllers and real-time firmware; Python FastAPI for backend services; TypeScript/React/Next.js for frontends; PostgreSQL for data layers. Includes PCB design and electronics integration for hardware-software co-development.
04
Security & Advisory
Security research and AI strategy for technology-led businesses — from software architecture review to hands-on hardware vulnerability assessment of customer-built electronics. NVIDIA PSIRT Advisor. Fractional CTO engagements for startups and scale-ups.
Company History
How We Got Here
01
Koca Ventures Founded
Incorporated in London with a simple mandate: build real AI products, not consultancy reports. Engineering-first from day one.
02
Project Orion Launched
Shipped and deployed across 10+ Özsüt hospitality locations. Computer vision on existing CCTV — no new hardware, measurable operational improvement from day one.
03
Project Vanguard Launched
Autonomous perimeter and vehicle-mounted intelligence platform built on NVIDIA Jetson. Multi-modal sensor fusion, real-time edge AI threat detection, and embedded control systems — deployed on commercial and industrial sites.
04
Services Expanded
Scaled beyond products to SaaS development, fractional CTO advisory, hardware security research, and AI integration engagements for clients in finance, logistics, defence, and enterprise sectors.
Selected Work
Live in Production
01
Project Vanguard — Sentinel-X
On-prem multi-camera perimeter AI on NVIDIA Jetson. Live at UK industrial sites.
02
Project Orion — Kobor AI
Computer-vision restaurant operations across 150+ Özsüt locations.
03
Project Pulse
QR-based ordering live under a Shell PLC supplier engagement.
04
Project Argus — Lintopus
Multi-agent AI code-review SaaS.
Current Work
What We Are Doing Now (2026)
- Shipping Sentinel-X (productised edge AI surveillance) and Kobor AI (restaurant computer vision) to new customers.
- Expanding the TigerBeetle consulting practice — a small market with very few qualified independent consultancies.
- Expanding into adjacent deep-tech advisory areas including patent and IP strategy for AI/ML and defence-adjacent inventions.
Company Registration
Koca Ventures Ltd Companies House #16231043 Registered in England & Wales Founded 5 February 2025 Verify on Companies House
Registered Address
71-75 Shelton Street\nCovent Garden, London\nWC2H 9JQ, United Kingdom
Get in Touch
contact@kocaventures.com\nkocaventures.com/contact
Founder-Led, Team-Delivered
Direct Access to Senior Technical Leadership
Every engagement starts with the founder. He leads discovery, challenges your brief, and sets the technical direction. Book a free 30-minute consultation or email ozgur@kocaventures.com directly.