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Wisson Robotics Soft Embodied AI Architecture

The Industry’s First Embodied AI Architecture for Open-World, All-Condition Commercial Delivery


Somatic AI. Symbiotic World.

Somatic AI × Extreme Corner Cases Breaking the Open-World Deployment Bottleneck of Embodied AI

Embodied AI is moving from iy-stage POCs toward challenging real-world deployment in the open world. Yet physical reality remains highly stochastic, data-rich but noisy, and environmentally harsh. Robotic systems still face three fundamental bottlenecks: the conflict bedealized demos and earltween long-chain reasoning and high-frequency response, the scarcity of multimodal real-world operational data, and insufficient reliability of both brain and physical embodiment under commercial delivery conditions.

To address these challenges, the industry is turning toward hierarchical control, real-world data acquisition, and stronger physical adaptability and environmental durability. Wisson Robotics has taken a fundamentally different path, building on disruptive innovations in general-purpose soft robotics.

Drawing on 4 billion years of biological evolution, Wisson identified a first-principles insight: “The natural coupling of a compliant physical body and intelligence is nature's inherent algorithm for navigating physical uncertainty.” Guided by the philosophy of Somatic AI, Wisson pioneered a soft embodied AI architecture that leverages the innate physical perception and high adaptability of soft robotic bodies to biomimetically replicate the “subconscious brain” of biological entities—reducing reliance on massive models and excessive prior data.

Wisson believes true general-purpose embodied intelligence ultimately depends on comprehensively covering the multidimensional extreme and long-tail corner cases of the open world. From day one, Wisson has focused on real commercial delivery, confronting complex, extreme, long-tail, anomalous, and unexpected conditions across real scenarios, real demands, and real data streams.

Through continuous real-world validation, both brain and physical embodiment are engineered for robust, sustaine
d operation across open-world deployments—forming a soft embodied AI architecture with genuine generalization and real-world deployment capabilities, powered by an exceptionally scarce real-world “data flywheel.”
NOVA 2.0 Soft Embodied Brain ∞ Pliabot® Soft Robotic Body

Pioneering Tactile-Native Multimodal Hierarchical Architecture for Low Data Dependence, Ultra-Fast Response, and High Generalization

Rooted in the philosophy of Somatic AI, Wisson Robotics pioneered a tactile-native multimodal hierarchical soft embodied brain architecture that enables real-time trajectory generation and scene adaptation through subconscious multimodal action
primitives—delivering three distinctive advantages: low data dependence, ultra-fast response, and robust generalization.
Built on the biomimetic mechanism of “conscious task-chain planning + subconscious action-primitive generation,” native tactile sensing and DAM (Dynamic Action Merging) serve as the connective tissue, organically coupling NOVA 2.0's
intelligence capabilities—including action primitives, subconscious loops, hierarchical hybrid modeling, morphological computation, and multimodality—with the physical embodiment capabilities of Pliabot®—including native compliant morphology, durable materials, ultra-high payload-to-weight ratio, pneumatic control, native tactile perception, and passive deformation.

This deep coupling enables a critical breakthrough in cross-scenario migration and real-world deployment, meeting the standards for open-world, all-condition commercial delivery.
Extreme Corner Cases Across Real Scenarios, Real Demands, and Real Data: Forging All-Condition Deployment Capability and the Data Flywheel

From the long-term development of its first-generation architecture, NOVA 2.0 has focused not only on underlying technological innovation, but also on continuous validation, refinement, and iteration through real commercial delivery—especially under extreme corner cases.

Today, it has been generalized across 40+ real-world industry scenarios spanning real estate and construction, power and energy, transportation, intelligent driving, and industrial manufacturing, with more than 10 million multidimensional operations under extreme corner cases.

Through the three dimensions of extreme tasks, extreme environments, and extreme data, NOVA 2.0 has accumulated extensive extreme and long-tail cases. This has forged proven all-condition commercial delivery capabilities while generating exceptionally scarce, high-value real-world data that is difficult to replicate—building an effective data flywheel powered by 100% real-world data.

Leading the Embodied AI Value-to-Commercialization Loop with Cross-Industry Deployment

NOVA 2.0's proven open-world deployment capabilities and exceptionally scarce real-world data—particularly the data flywheel built from real scenarios, real demands, and real data—continuously reinforce Wisson Robotics' ability to generalize and migrate across industries and deliver greater value across diverse commercial applications.

This closed loop between real-world deployment, data accumulation, technological evolution, and commercial value has driven rapid commercialization, with cross-industry deployment results earning recognition from global clients.



Naturally Coupled: Pliabot® Soft Robotic Body Unlocks the Unique Advantages of General-Purpose Soft Robotics

Conventional rigid bodies built around motor-driven joints are constrained by their underlying technical architecture, requiring extensive use of metal materials and precision manufacturing. This creates fundamental challenges in weight, safety, adaptability, and cost.

Soft robotics offers a fundamentally different approach, with lightweight and flexible structures, safer human interaction, and inherent deformability. Yet commercialization and broad deployment have remained limited, with many achievements concentrated in academic research or highly specialized applications.

Pliabot® Soft Robotics Technology, pioneered by Wisson Robotics and commercialized globally, introduces a new path to general-purpose soft robotics. Its distinctive physical embodiment capabilities—including native compliant morphology, durable materials, ultra-high payload-to-weight ratio, pneumatic control, native tactile perception, and passive deformation—naturally and deeply couple with NOVA 2.0 through a One-Brain-Multiple-Morphologies architecture.

Together, they form a soft embodied intelligence architecture capable of delivering high-performance intelligent robots with greater adaptability and lower cost across industries and application scenarios.

Compared with conventional rigid robots, this architecture delivers superior payload-to-weight ratio, compliance, dexterity, and cost efficiency—while enabling greater endurance for real-world operations.
Muscles and Joints
Pliabot® Joints
Robotic Joints
Coordination
(intelligence)
Coordination
(intelligence)
Coordination
(intelligence)
Speed
Speed
Speed
Agility
(perception & motion control)
Agility
(perception & motion control)
Agility
(perception & motion control)
Stamina
(durability & environmental resistance)
Stamina
(durability & environmental resistance)
Stamina
(durability & environmental resistance)
Cost
(expenses & power consumption)
Cost
(expenses & power consumption)
Cost
(expenses & power consumption)
Strength
(load-to-weight ratio)
Strength
(load-to-weight ratio)
Strength
(load-to-weight ratio)
Pliability
(adaptability & force response)
Pliability
(adaptability & force response)
Pliability
(adaptability & force response)
High Environmental Resistance
Durable, sealed chamber resistant to high pressure, weather, corrosion, and EM radiation.
High Load-to-weight Ratio

Offers a 2000:1 load-to-weight ratio, outperforming rigid joints.
Low Cost
Soft polymer 3D printed without sensors, significantly reducing costs.
Task Adaptability
Flexible form adapts to maintain operation in contact with environment.
5 穿针5(1)(1)
Interactive Safety
Flexible muscles and joints passively deform, absorbing external forces with added soft materials for safe interaction.
Learn more about Soft Embodied AI Serving Customers Across the Globe

万勋科技 -Logo白
Hong Kong Address: Room 2612, Hong Kong Commercial Centre, Sai Wan, Central and Western District
Beijing Address: Building 47, Zhihui Park, Design Town, Tongzhou District
Shenzhen Address: 23/F, Tower A, Zhongguan Times Square, Nanshan District
Pre-sales inquiries: ：bd@wissonrobotics.com
After-sales support: support@wissonrobotics.com
Tel：0755-8670 5724