From Automation to Intelligence

Scan&Go - Robot-agnostic Physical AI platform transforms real-time point cloud perception into adaptive robotic actions.​

+
100
%
Productivity gain
<
10
min
Setup Time​
-
50
%
Integration Cost​

The Hidden Challenges
of Real-World Production​

High-mix manufacturing challenges traditionalautomation with frequent product changes, varyinggeometries, small batch sizes, and the need for rapid,flexible production adaptation.​

Physical Execution Engine ​of the World Model​​

Perceiving, reasoning, planning, and executing skilled manufacturing tasks without programming​.

Perception – Scan Workpiece​

Leverage high-resolution 3D laser vision to createan accurate digital representation of theworkpiece in seconds.​

Step 1

Reason – Analyze Physical Information​

Transform 3D perception into physical understanding byanalyzing geometry, defects, and process requirements.​

Step 2

Plan – Generate Robotics Trajectory​

Generate collision-free, process-aware robotic trajectories directly from point cloud data without CAD models in real-time.​

Step 3

AI-Powered Robotics. ​Production-Ready. ​Integrator-Friendly. ​

MARI empowers manufacturers and systemintegrators with Physical AI-powered roboticsystem and proven process know-how. Ourplatform transforms complex automationinto rapid deployment, enabling scalablehigh-mix production, faster time-to-value,and industry-leading ROI.​

AI-Powered Robotics: Hardware, Software and Process Know-how​

By seamlessly combining cutting-edge hardware with intelligent software and deep industry know-how, MARI delivers.

Built for
Non-technical Operators
Experience 3D vision based easy-to-use robotics. AARS Scan & Go enables users with no robot experience to use and program robot.
Programming
10
min
Average time taken to program robot with AARS from setup. Automatically generate complex robot motion in seconds.
Efficiency
30
x
Faster robot programming time compared to Off-line Programming (OLP). Ultimate solution for automating high-mix manufacturing.
Cost Saving
At least
50
%
MARI’s integrator-friendly building blocks and process know-how deliver up to 50% cost savings compared to fully customized solutions.
Deployment
20
x
Faster deployment to help manufacturers recoup ROI faster by drastically lowering the time, cost, and skill barriers in integration.

From Automation to Intelligence

Ultra-precise robotic systems powered by advanced vision, AI, and intuitive software - designed for modern, flexible production.

Where others failed, they succeeded

Real-world results speak louder than specifications. Industry leaders like Tycrop found that while robotic welding often fails benefit analysis.

Diagram showing Vision + Brain, Control + Communication, Industrial Robot, Cobot, Tool, and Process interconnected.

With its autonomous path planning, MARI solves one of the biggest challengesof high-mix production, namely constant reprogramming and setup. This opensup new opportunities – especially for small and medium-sized companies –that will also help to counteract the shortage of skilled workers.

— Dr. Annika Raatz
Leibniz University​
Jury member of Hannover Messe Robotics Award 2025​

Scan&Go significantly reduced our dependence on robot programming expertise. Instead of spending hours teaching points and fine-tuning trajectories, our manufacturing engineers can now focus on optimizingthe process itself.

— Richard Zhao
Senior Automation Manager​
Magna International​

In many NDT inspection applications, CAD models are unavailable, outdated,or simply do not reflect the as-built condition of the part. Scan&Go removes theCAD dependency from automated weld inspection, enabling intelligent pathgeneration directly from the physical part.

— Anthony D'Amours
Products & Applications Expert
Eddyfi Technologies​

Scan&Go addresses one of aerospace manufacturing's greatest challenges—automating large, complex, and highly variable components without the burden of extensive programming and fixturing.

— Alexander Tsoulis
Senior Advisor - Business Development & Advanced Technologies​
MHI Canada Aerospace Inc.

What impressed us most is its flexibility. Place&Go station turned robotic sanding from a programmer's tool into an operator's tool—no fixtures, noprogramming, just place the door and go.

— Rahim Abji
Production Manager
Raywal Cabinets​

No teaching points. No precise positioning. Even when using a rotarytable, minor placement variations do not affect the process. Scan&Go automatically adapts to our speakers we produce.

— Andrew Richards​
Wood Shop Department Supervisor​
Yorkville Sound​

One platform, Endless applications:

From aerospace to oil & gas, Scan&Go helps manufacturers overcomeskilled labor shortages by deploying intelligent robots to performcomplex, precision-critical, and ergonomically challenging tasks.

Aerospace & Defence​

Automotive​

Marine & Boat Building​

Woodworking

Metalworking​

Other Industries​(Oil&Gas)​

Trusted by Manufacturers Around the World​
Compatible with Major Robot Brands​​

Video reviews of our products

See how innovations work in the world of grinding and robotics

Helicopter flying over forested landscape at sunset with rotor blades in motion.

Aerospace & Defence​

We reduce the cost of robot integration by simplifying
Industrial oil storage tanks with smokestacks emitting large plumes of smoke against a blue sky.

Automotive​

We bridge the gap between robotics and usability with intuitive.
Close-up of a drill bit cutting a hole into a wooden board with wood shavings scattered.

Marine & Boat Building​

We turn complex industrial processes into clear, structured
Grinding sparks flying off a metal pipe being cut by an industrial cutting wheel.

Woodworking​

We design adaptive systems that handle real-world variability.
Close-up of a white yacht's pointed bow reflecting on calm water.

Metalworking​

We design adaptive systems that handle real-world variability.