Gateway architecture · Live on 4-bit Qwen3 VL 32B

Not Automation.
Intelligence.

Nova Gateway gives any AI model eyes, hands, and judgment. It sees what's on screen, decides what to do, and acts on any application, any device, without DOM hooks, custom APIs, or scripted workflows.

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<25s
Maps Navigation
<35s
Flight Booking
Zero
DOM Manipulation
Any
Model · Hardware
Verified Performance Benchmarks

Pure Vision.
No Shortcuts.

These are not scripted demos. Nova reads the screen like a human, reasons about what it sees, and acts. Cold start, zero configuration, zero DOM manipulation.

Demonstrated via 4-bit Qwen3 VL 32B · Stock · Zero LoRA tuning

Google Maps Navigation

Cold start to complete routing via Zero-Shot Visual Reasoning.

<25s execution

Google Flights Booking

End-to-end intelligent flight booking via Zero-Shot Execution.

<35s execution
Cloud AI Client · Live on any PC

No Local GPU. No Limits.

The Nova Gateway client runs entirely on cloud AI inference. A single 48MB client on any machine and execute in seconds. No specialised hardware required, anywhere in the world.

Compatible with any cloud AI provider via a simple API key swap.
Currently demonstrated via Gemini. Supported providers include Gemini, Claude, ChatGPT, and Grok.

Google Maps Navigation

Cold start to complete navigation via One-Shot Memory Execution.

<35s cloud execution

Google Flights Booking

End-to-end intelligent flight booking via Zero-Shot Execution.

<40s cloud execution
Android · Advanced Internal Testing

Ambient Intelligence.
Always Present.

Nova doesn't live in an app you open. She's already there — an intelligence present across your entire phone, across every app, requiring zero configuration for any of them.

⚡
Autonomy Mode

Give Nova a task in plain language. She minimises herself, navigates your phone, opens apps, types, taps, scrolls, and completes multi-step tasks entirely on her own. A floating status pill shows what she's doing in real time. Emergency stop via pill tap.

✦
Nova Sense Mode

An ambient intelligence overlay that persists across your entire phone. Speak or type a question — Nova reads what's on screen behind the card, analyses it, and responds. Rolling conversation memory makes every exchange feel continuous, not one-shot.

💬
Chat Mode

Pure conversational AI with optional image attachment. No screen control — just Nova's reasoning, available whenever you need it.

Hey Nova

Always-listening wake word activates Nova Sense from anywhere on the phone. Three modes: screen-on only (battery safe), always listening, or off.

Task Scheduler

Natural language reminders. "Remind me at 10:15am on 3 April to call James." Nova parses intent, schedules an exact Android alarm, fires with TTS. Survives device reboot.

Cooperative Intelligence

Four selectable modes govern when Nova pauses mid-task to ask. From fully silent to confirmatory — you choose how autonomous she is.

Works Across Every App

Vision-native. No DOM, no accessibility tree, no app-specific configuration. If it runs on Android, Nova can work with it. Every app. Out of the box.

Autonomy Mode
Nova Gateway Android — Main Interface
Nova Sense
Nova Gateway Android — Nova Sense overlay
Settings
Nova Gateway Android — Settings
Beta Access

Nova for Android is in advanced internal testing. If you're interested in joining the beta or following development, reach out directly.

Register Beta Interest
What Makes Nova Different

Not a Script.
A Reasoner.

Every existing automation tool from RPA platforms to browser agents follows a map. When the UI changes, the map breaks. Nova has no map. It reads the screen fresh every time and decides what to do next, exactly as a human operator would.

On-the-fly decision making

No pre-scripted sequences. Every action is reasoned from the current visual state. This makes Nova resilient to UI changes, unexpected popups, and edge cases that would halt any scripted tool.

Pause, ask, and proceed

When Nova is uncertain, it stops and asks rather than guessing wrong. It then learns from the answer. Ensuring that uncertainty is resolved permanently, not repeatedly.

Accuracy drift detection

Built-in self-verification loops recheck outcomes before committing. If something doesn't look right, Nova backtracks and corrects. All without human intervention.

Zero-Shot · Discord · Unscripted 21.58s · Live
00:00 User Check if Willis is online on Discord
00:01 Nova Checking system state. Discord is not open.
00:02 Reason Task requires Discord. Deciding to open it.
00:04 Nova Discord launched. Waiting for UI to settle.
00:08 Nova Navigating to Friends list. Scanning for Willis.
00:14 Reason No exact match. Found praisewillis — highest name similarity. Treating as target.
00:21 Done praisewillis is currently offline. Status icon confirmed gray.

Discord was closed at the time of the request. Nova decided independently to open it, inferred the correct contact from a partial name, and confirmed their status entirely from what it could see on screen. No Discord integration. No API. No prior training for this task.

316 KB · 2560×1600 frame Full visual fidelity. Fraction of competitor token cost.
1 · Fail 2 · Learn 3 · Succeed
Persistent Intelligence

It Learns.
It Remembers.
It Doesn't Repeat Mistakes.

Most AI agents start fresh every session. Nova maintains a persistent graph database of learned rules, corrections, and context. Nova grows more capable with every interaction.

01 · Failure Detected
An error occurs mid-task
The model enters an incorrect state. Rather than continuing blindly, Nova detects the failure through visual verification and halts.
02 · Human Correction
One sentence. Plain language.
The user provides a natural language correction: "New lesson. When using Google Maps, always enter the destination first." No retraining. No configuration files.
03 · Permanent Encoding
Written to graph memory. Never forgotten.
Nova writes this rule to its persistent graph database. On every subsequent run across reboots, sessions, and users — it retrieves this context and the mistake never occurs again.
Engineered for the Enterprise

Built for a world where
AI must be trusted

Universal Compatibility

No DOM hooks. No UIA. No custom integrations. If the AI can see the interface, Nova can act on it. On any application, any OS, any era of software. Past, present, and future. This is what makes cross-platform expansion trivial.

Dramatic Inference Savings

Nova's architecture executes complex tasks with a fraction of the token usage of conventional agentic frameworks. For large enterprises running AI automation at scale, this translates to hundreds of millions in potential monthly infrastructure savings.

Zero Hardware Dependency

The gateway adapts to whatever machine it runs on. High-end workstation or entry-level laptop. No GPU, no local model, no infrastructure overhead. Cloud AI handles the reasoning; Nova handles the execution.

Licensing & Integration

Red Box
Architecture

Nova Gateway is designed from the ground up to be securely integrated by major AI providers and hardware OEMs, solving the critical privacy roadblocks preventing AI adoption in regulated sectors.

Zero Liability for Providers

All sensitive data remains strictly on-premise. Enterprise AI providers face effectively zero data liability when deploying to banking, government, or medical sectors.

Seamless OEM Customisation

The codebase is highly adaptable. Licensees and OEMs can freely alter, wrap in proprietary UI/UX, and deploy it across their device ecosystems with full fidelity.

Deployment Sectors
01

Financial & Banking

On-premise execution guarantees zero exposure of private financial data to external cloud networks.

02

Government & Military

Air-gapped level security standards. The gateway processes reasoning without compromising classified information.

03

Healthcare & Medical

Full compliance capabilities for patient data processing, eliminating external server transmission risks entirely.

04

Legal & Professional

Client-matter confidentiality preserved by design. Automation without the exposure risk of cloud-routed AI.

Arun Kulasegaran
Arun Kulasegaran
Founder & Chief Architect

Arun is the architect behind Nova Gateway. With a background in high-efficiency systems and performance optimisation, he engineered the gateway around a single conviction: that AI agents should reason like humans, not execute like macros.

The result is an architecture that requires no application-specific training, no DOM hooks, and no scripted workflows but outperforms purpose-built automation tools across benchmarks. Nova's Red Box Architecture also solves the data liability problem that has prevented AI adoption in banking, government, and healthcare at scale.

The Proof is in the Execution

Uncut. Unedited. Verifiable.

No jump cuts. No cherry-picked sequences. Watch Nova navigate a complex, multi-step task from cold start to completion. Raw reasoning and execution speed, exactly as it happened.

Zero-Shot File Management
Intelligent Error & Typo Detection
No DOM Manipulation
No Pre-scripted Sequences
Hardware Independent
Get in Touch

Interested in what
Nova can do for you?

Whether you're an AI provider, hardware OEM, enterprise operator, or simply want to see a live technical demonstration. We'd like to hear from you. No obligations. No sales process.

Email [email protected]