We engineer the
improbable into productcutting-edge software, AI & mobile apps
Deep Node Limited is not your average software house. We work at the frontier — turning machine learning, computer vision and novel engineering into products people genuinely love. Makers of 
VIVID.
The toolkit behind our products
A studio built for the hard problems
Deep Node Limited combines research-grade AI with disciplined product engineering. We take on the work most teams consider too ambitious — and ship it.
Applied AI & Machine Learning
From model research to shipped inference. We build computer-vision and ML systems that run fast, respect privacy, and solve real problems — not demos.
Cutting-edge Software
Desktop and backend systems engineered for performance. Real-time pipelines, native speed, and architectures that scale from prototype to production.
Mobile Apps
Beautiful, fluid iOS and Android experiences. We sweat the details of motion, ergonomics and on-device intelligence so the product feels effortless.
Product & Design
We don't just write code — we shape products end to end. Strategy, interaction design and engineering under one roof for a coherent result.
Privacy-first Architecture
On-device processing, minimal data, zero surveillance. We treat user trust as a hard engineering constraint, not an afterthought.
R&D & Prototyping
When the answer doesn't exist yet, we prototype it. Rapid experiments at the frontier of what's technically possible, de-risked into roadmaps.
Ideas we believed in enough to build ourselves
We back our own thinking. Alongside client work, Deep Node ships original products that push our engineering further.
VIVIDLiveAI-powered wellness for your workday
VIVID uses local computer visionand intelligent coaching to help people maintain healthy posture, stay focused, and avoid fatigue — all processed privately on-device. It's a showcase of the privacy-first, AI-native engineering Deep Node is built on.
- 100% on-device computer vision — nothing leaves your machine
- Sub-200ms real-time feedback loop
- Cross-platform desktop experience
More in the lab
New AI and mobile products are in active development. Want an early look?
Research-grade rigour, startup pace
Most studios pick one: deep technical ambition or speed to market. Deep Node is engineered to deliver both — a small, senior team that moves fast precisely because it knows the technology deeply.
Understand the frontier
We start with the hard question, not the easy feature. Deep research into the problem, the users, and what's actually technically possible today.
Prototype relentlessly
Fast, throwaway experiments to de-risk the unknowns. We'd rather discover the wall in week one than month six.
Engineer for production
Once the path is clear, we build it properly — performant, observable, and architected to scale. No prototypes masquerading as products.
Ship, measure, refine
We launch, watch how it behaves in the wild, and iterate. Real usage beats opinions, every time.
Deep across the whole stack
From the silicon-close performance work to the pixel-perfect interface, we own every layer of the products we build.
Intelligence
- ›Computer Vision
- ›On-device ML
- ›LLM systems
- ›Model optimisation
Engineering
- ›Rust
- ›Python
- ›Swift
- ›TypeScript / Node
Platforms
- ›iOS & Android
- ›macOS / Windows
- ›Edge & embedded
- ›Cloud backends
Foundations
- ›Real-time pipelines
- ›Privacy engineering
- ›Observability
- ›CI/CD
Have an idea at the
edge of possible?
Whether you need an AI product engineered from scratch, a mobile app that feels magical, or a research-heavy prototype de-risked — Deep Node would love to hear about it.