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AI That Understands the Physical World

Automation is easy when the world is predictable.

Warehouses aren’t.

Products arrive in endless shapes and packaging. Items shift in bins. Orders change by the minute. What looks simple to humans has long been one of the most challenging problems in robotics.
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Nomagic solves it with Physical AI. It's a new generation of intelligence designed specifically for real-world manipulation.Instead of rigid automation, Nomagic robots see, reason and adapt as they work. They perceive objects, respond to changing conditions, and improve with every task.
At the core of this capability is a powerful AI stack built for the physical world.

Three technologies.

One intelligent robotic system.

Nomagic Grip AI.

Nomagic Place AI.

Nomagic Observe AI.

This is the foundation for always-on warehouses.
Nomagic Grip AI

Intelligence That Knows How to Pick

Picking objects may sound simple. For robots, it’s notoriously difficult.

Items vary endlessly: soft bags, rigid boxes, reflective packaging, irregular shapes. Traditional automation struggles the moment conditions change.
Grip AI gives robots the ability to understand how objects behave. Using advanced vision models and machine learning trained on millions of interactions, Grip AI analyzes an item’s geometry, orientation and physical properties to determine the best way to grasp it. The system doesn’t rely on pre-programmed rules. It learns.

Informed by millions of products and billions of configurations, Nomagic justPick robots equipped with Grip AI can:
Identify items in cluttered environments
Determine optimal grasp points
Handle unfamiliar products with confidence
Identify items in cluttered environments
In warehouses where product diversity defines the challenge, Grip AI enables robots to perform one of the most complex tasks in fulfillment – reliably picking almost anything. In fact, Grip AI’s first pick success rate is a near-perfect 99.4%.
Nomagic Place AI

The Intelligence Behind Perfect Placement

Picking is only half the job.

Once an item is grasped, it must be placed correctly – into a storage bin, a tote or a shipping container. Orientation matters. Space matters. Efficiency matters.
Place AI decides where and how items should go. This technology calculates the optimal placement strategy in real time, considering available space, object geometry and workflow efficiency. The result is an intelligent robotic packing strategy that operates with both speed and precision. Think of it as Tetris powered by AI – at warehouse scale.

Place AI ensures:
Accurate item positioning
Optimized packing density
Reduced errors in order assembly
Faster fulfillment throughput
Every movement is calculated. Every placement improves efficiency. As the system learns from real operations, packing strategies continue to evolve over time.
Nomagic Observe AI

Adaptation in Real Time

The physical world rarely behaves exactly as expected. Objects slip. Items shift. Conditions change.

Traditional automation stops when something goes wrong. Nomagic robots adapt – and learn.

Observe AI enables robots to respond immediately to unexpected situations. With real-time perception and sensor feedback, the system monitors each interaction and adjusts movements in real time. If an item moves during a grasp, the robot recalculates. If a pick fails, the system instantly pivots to a new strategy. Instead of rigid automation, Observe AI enables adaptive robotic behavior.

Robots remain productive.

Workflows continue moving.

Operations stay resilient.

In complex fulfillment environments, that adaptability makes the difference between automation that works in theory, and automation that works every day.

One AI System. Limitless Warehouse Possibilities.

Grip AI, Place AI and Observe AI each solve different aspects of the manipulation problem.

When combined they create a unified intelligence that powers complex warehouse tasks smoothly and at scale.

Grip AI determines how to grasp.

Place AI determines how to position.

Observe AI ensures the robot adapts in real time.

This layered intelligence transforms robotic systems from simple machines into autonomous warehouse operators.

It’s not just automation.

It’s Physical AI in motion.
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Discuss a Nomagic Partnership

Speak to Borja González, Global Partnership Director to learn how our intelligence layer can make your robots the smartest option for customers, accelerating your global market presence and growth.
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FAQs

Physical AI refers to artificial intelligence designed to operate in the unpredictable physical world. In warehouse automation, it allows robots to see, reason and adapt while handling objects, enabling them to pick, place and manipulate items reliably even when products, packaging and conditions constantly change.

AI-powered robots use advanced vision models and machine learning to analyze an item’s shape, orientation and physical properties before determining the best way to grasp it. Systems like Nomagic Grip AI are trained on millions of interactions, enabling robots to identify objects in cluttered environments and select optimal grasp points for reliable picking.

Warehouse picking is challenging because items come in endless variations of size, shape, packaging and material. Products may shift in bins, reflect light or be packed irregularly, making them difficult for traditional automation. AI-powered robotics overcomes these challenges by learning from real-world interactions and adapting to unfamiliar products.

AI-driven placement technology analyzes object geometry, available space and workflow efficiency to determine the optimal way to place items into bins, totes or shipping containers. Systems like Nomagic Place AI can optimize packing density, reduce order errors and speed up fulfillment by calculating placement strategies in real time.

Traditional warehouse automation relies on rigid rules and predictable conditions, which limits its ability to handle product variety and unexpected changes. Nomagic’s Physical AI uses machine learning, computer vision and real-time sensor feedback so robots can perceive objects, adapt to new products and continuously improve their performance during real warehouse operations.

Give your customers their greatest competitive advantage

To compete in automation, hardware companies need AI Brains to help their robots learn, react, and work autonomously. Together, we can build the solutions for always-on warehouses.
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