State-of-the-art Vision & Generative AI
Powering Intelligence,
Shaping the Future
Vneur Artificial Intelligent LLC builds cutting-edge agentic systems and vision-based AI systems — light, modern, and ready for the real world.
- Generative AI
- Agentic Solutions
- AI on Hardware
Developer-first
SOTA vision models,
one command away
Analyze scenes, answer questions about images, extract documents, generate visuals, and segment live video — through a clean REST API and CLI designed for production workloads.
- Single API key across all Vneur models
- Sub-second inference on standard workloads
- Streaming endpoints for video and batch pipelines
Vneur Canvas
One prompt in,
a 3D asset out
A visual pipeline that turns a single text prompt into images, an orbit video, and a reconstructed mesh — the same node-graph shape used in production generative workloads. Open the full guided canvas without leaving this page.
Text → Image
Diffusion models draft multiple views from a production-grade prompt — measured in seconds, not minutes.
Image → Video
Image-to-video models lock the subject and orbit the camera — smooth turntable motion for inspection and 3D.
Video → 3D
Sampled frames feed reconstruction — a spinable GLB ready for review, measurement, or downstream tooling.
What We Build
A focused AI lab delivering practical, state-of-the-art systems for visual generation and understanding.
Synthetic-Media Forensics
Deepfake detection that separates authentic footage from AI-generated content across images and video.
Vision Intelligence
Models that see, read, and reason about the visual world with human-level understanding.
Research-Driven
Every product is built on rigorous research and evaluated against the strongest benchmarks.
Built to Scale
Efficient, lightweight deployments — from cloud clusters to edge devices.
About Vneur
Built by people who have
shipped AI before
Vneur Artificial Intelligent LLC is a professional team of AI engineers and researchers with years of hands-on experience and a track record of practical, successful projects delivered at pioneering AI companies. We have taken models from whiteboard to production — and we bring that same rigor, taste, and urgency to everything we build under our own name.
Our work concentrates on three fronts: generative AI, where we build and evaluate the models that create — and verify — synthetic media; agentic solutions, autonomous systems that plan, reason, use tools, and carry real workflows end-to-end; and AI on hardware, compressing state-of-the-art models onto edge devices and embedded platforms where real-time performance is non-negotiable.
That combination — research depth, production discipline, and hardware-level engineering — is what lets us ship AI that works outside the demo: on live camera networks, in newsrooms, and on devices in the field.
Generative AI
Deep expertise across diffusion, autoregressive, and multimodal systems — including the forensics to verify what they produce.
Agentic Solutions
Autonomous agents that plan, call tools, and execute multi-step workflows reliably — designed for production, not just demos.
AI on Hardware
Quantization, distillation, and acceleration that put SOTA models on edge and embedded devices — real-time, measured in milliseconds.
Our Products
Three flagship systems — a generative canvas, a deepfake detector, and real-time vision that watches over the world.

Vneur Canvas
One prompt in — images, analysis, video, and 3D out.
Vneur Veritas
Real or AI-generated — know in milliseconds.
Vneur Sight
Real-time weapon detection for surveillance networks.
Contact
Ready to build with Vneur AI?
Tell us about your project — deepfake defense, real-time vision, or AI on your hardware. We answer every message.