About Us
We build AI systems that help car washes, parking operators, and retailers understand and predict their traffic.
How It Started
Julian comes from AI research, specializing in ultra-fast inference solutions, published at conferences including NeurIPS 2024. At some point he started asking: why aren't more German companies using what's already possible in research?
So he founded JWG AI. The idea: AI that actually works, not as a buzzword, but as a real tool for the German Mittelstand. Today we work with clinics, industrial companies, and automotive suppliers.
And then there was his father's car wash. Rear-end collisions on the conveyor chain were a real problem, and while POS systems handle registered customers well, what about everyone else? With a license plate, every visitor becomes a known customer without needing to sign up. Julian put a team together and built CARWATCH, from real problems, not a market analysis.
What We Do
We develop AI software for vehicle-centric businesses. Our platform handles everything from license plate recognition and vehicle tracking to demand forecasting and event automation, running on edge hardware at your location or in our cloud.
How We Work
Privacy First
With edge deployment, all video processing happens on-site. No video streams leave your premises. We process data, not people.
Reliability
Our systems run 24/7 in harsh environments, steam, water, extreme temperatures. Reliability is foundational, not optional.
Simplicity
Powerful AI should be easy to use. Our servers are plug-and-play, our cloud setup is hassle-free, and our support is human.
Partnership
We work closely with every customer. From site survey to go-live and beyond, you're never just a ticket number.
CARWATCH Team
Julian Welzel
CEO, M.Sc.
Technical inquiries & custom solutions
Simon Lund
Technical Lead, M.Sc.
Product inquiries & demos
Markus Meier
Sales & Car Wash Operations
Sales, partnerships, technical solutions & integration. Car wash operator himself.
Backed by a growing team of AI engineers, computer vision specialists, and full-stack developers at JWG AI.
Also available via RSE as redistributor.
JWG AI. The Company Behind CARWATCH
JWG AI is an AI research and development company based in Kühbach, Germany. We serve enterprise clients across healthcare, automotive, and industrial sectors, from Germany's largest online clinic to automotive suppliers and Mittelstand manufacturers. CARWATCH is one of several product lines we operate.
Computer Vision & Edge AI
Real-time object detection, tracking, and classification on dedicated edge hardware. From car washes to industrial production lines.
Clinical AI Solutions
AI algorithms for leading healthcare providers, from diagnostic support to patient flow optimization.
AI Inference & Hosting
Optimized model deployment, inference pipelines, and GPU hosting for German Mittelstand and enterprise clients.
White-Label & Custom Solutions
Tailored AI products built to your specifications. From proof-of-concept to production-grade systems.
White-Label, OEM & Distribution
For car wash manufacturers, system integrators, and distributors
All our technology is available as white-label or OEM integration. Whether you manufacture car wash systems, distribute equipment, or build software for the car wash industry: CARWATCH can run under your brand.
Technology Stack
Proprietary AI runtime optimized for real-time edge inference on GPU hardware.
Real-time AI inference at the edge, no cloud dependency for safety-critical features.
JWG AI UG (haftungsbeschränkt)
JWG AI UG (haftungsbeschränkt)
Am Bahnhof 1, 86556 Kühbach, Germany
Amtsgericht Augsburg HRB 38578
USt-ID: DE360319705
CEO: Julian Welzel