The Physical AI Platform · Hardware-Agnostic

One Brain. Any hardware.

Novus Brain is the Physical AI platform layer that runs on the hardware you already have. Bring your own robots, vehicles, and machines. We bring the intelligence.

Novus Brain · With love from India Hardware and deployment by Novus Hi-Tech →
1B+km
Driving data
processed
1M+km
Autonomous
operation
100+
Patents in
autonomy & robotics
5+
Hardware modalities
one brain
15+
Years building
autonomous systems

If your machine moves,
it can run on Novus Brain.

You operate vehicles, robots, or equipment at scale. You do not replace the hardware. You give it a brain.

Fleet operators

Commercial vehicles and trucks. Driver safety, monitoring, fleet intelligence – on the vehicles you already run.

Plant & warehouse heads

Factories and DCs. Autonomous material flow on your existing robots, or new ones. No rip and replace.

OEMs & integrators

Embed production-grade autonomy in your product – vehicles, tractors, industrial robots – without building the AI yourself.

Robotics innovators

Cobots, humanoids, new platforms. Build on a production-proven brain, not a research prototype.

Bring your own hardware.
We bring the intelligence.

Most autonomy is sold as a sealed box – one vendor's software, locked to one vendor's machine. Novus Brain is built the other way. It is a platform layer that runs on the robots, vehicles, and equipment you already operate, whoever built them.

01
Bring your hardware
Your AMRs, your forklifts, your fleet, your inspection drones. New or already on the floor. Novus Brain does not require you to rip and replace.
02
Run Novus Brain on it
The platform layer – perception, world model, decisioning, safety – installs at the edge and runs in real time, with no dependency on connectivity.
03
It learns across every machine
What the brain learns on one machine, every machine inherits. One shared learning loop, compounding across your whole operation.
Your Hardware
Robots · vehicles · drones · equipment – any make, any vendor
Novus Brain – Edge · Fog · Cloud
Decisions at the edge. Coordination in the fog. Learning in the cloud.
Autonomous Operation
Production-grade autonomy, running on the hardware you own

One brain at the center.
Any hardware around it.

The brain is the protagonist; the hardware is what it runs on. New hardware connects as a node – the architecture never has to be replaced.

Novus Brain Vehicles ADAS · Fleets Industrial AMR / AGV Defence via THRSL Cobots Manipulation Humanoid Roadmap Your hardware
Perceive
The vision and sensing layer – how the brain reads the physical world.
Model
The world model – the brain's understanding of physics, scene, and intent.
Decide
The action core – perception into safe, real-time movement at the edge.
Protect
The safety envelope – a standards-aligned pipeline wrapping every decision.

Edge decisions in real time, no connectivity needed. Fog coordinates every machine on site. Cloud closes the learning loop across the fleet.

Same brain.
Your floor, your fleet, your field.

In production across mobility, logistics, manufacturing, and defence. Pick your context.

Stop accidents before they happen.

Run ADAS and driver monitoring on your existing fleet. Risk scores and coaching across every vehicle, one dashboard.

Customers · Nayara · Daimler · Eicher  |  200K+ drivers protected
[Designer: fleet / OmniFleet dashboard]

Automate the floor. Keep the floor.

Novus Brain runs on your existing robots or new Novus hardware. Navigation, traffic, and task allocation across the fleet.

Customers · Amazon · Flipkart · Delhivery  |  VDA 5050 · ROS 2
[Designer: warehouse AMR floor / Novus Flow]

A brain for every machine on the line.

Mixed-vendor floors, one intelligence layer. Perception and safety at the edge, no cloud dependency.

Customers · John Deere · Tata Motors · Asian Paints  |  brownfield-ready
[Designer: factory floor / John Deere]

Ship autonomy. Skip the research lab.

A production-proven AI stack to embed in your vehicles, tractors, or equipment. Trained on real-world data at scale.

Partners · John Deere · Volvo Eicher · Tata Motors  |  NVIDIA-native
[Designer: OEM tractor / vehicle integration]

Autonomous in the field. No GPS. No cloud.

Edge-first decisions on-device, in GPS-denied and comms-constrained environments. Fielded through THRSL.

Entity · THRSL  |  edge-first · contested environments
[Designer: UGV / field robot – THRSL-approved imagery]

One brain.
Any hardware it runs on.

Novus Brain is not built for one machine. It is the intelligence layer across every hardware modality that moves – and the hardware does not have to be ours.

Live

Vehicles &
Driver Safety

Production-grade driver assistance and monitoring, running across commercial vehicle fleets. Built on real-world driving data at scale.

ADAS · DMS · OEM integration
Live

Industrial
Robots

Autonomous mobile robots running factories, warehouses, and intralogistics – whether the chassis is ours or already on your floor.

AMR · AGV · forklift autonomy
Live

Commercial
Fleets

Fleet-grade intelligence and safety across trucks and commercial vehicles. A mixed fleet runs as one connected, monitored operation.

Fleet safety · telematics · routing
Live

Cobots &
Manipulation

Collaborative robots and manipulation platforms run on the same brain as every other modality. Human-safe, adaptive, production-ready.

Cobot · assembly · manipulation
Roadmap

Humanoid
Robots

The intelligence layer for human-form robots. As humanoid hardware matures, the brain is already proven across related modalities.

Humanoid · dexterity · locomotion
Bring Your Own

Your
Hardware

Already running machines from another vendor? Novus Brain installs as the intelligence layer on top. No rip and replace. Your hardware, with a brain added.

Any make · any vendor · BYOH

Trusted by the absolute best
in mobility and manufacturing.

Novus Brain runs in live production programmes with industry leaders across automotive and industrial manufacturing.

Built on the
open standards
autonomy runs on.

NVIDIA-native. Standards-aligned. Open where it counts, closed where it has to be safe – so it integrates with the hardware and systems you already run.

Foundation Compute
NVIDIA autonomy stack · world-model and simulation tooling
Deployment
Edge · Fog · Cloud – decisions at the edge, learning in the cloud
Safety & Standards
ISO 26262 · AUTOSAR · Euro NCAP · ISO 21448 (SOTIF)
Hardware Integration
VDA 5050 · ROS 2 · Autoware · OPC-UA – vendor-agnostic by design
Data & Telemetry
1B+ km of telemetry · edge-to-cloud sync · cross-machine learning loop

Your hardware is ready.
Give it a brain.

Bring your own hardware. Run Novus Brain on it. Production-grade Physical AI, without the rip and replace.