From June 24 to 26, the three‑day 2026 Mobile World Congress Shanghai (MWCSH) was held in Shanghai. Under the theme "Inspiring New Intelligence with Collective Wisdom," the event clearly anchored the main course of industrial evolution: artificial intelligence is accelerating its transition from isolated technological breakthroughs to holistic, cross‑domain collaborative deployment. Physical AI, intelligent agents, and the deep integration of connectivity and computing power have become the core engines driving a new wave of industrial transformation.

As a leading enterprise in wireless communication and AI modules, MeiG Smart has evolved into a full‑stack AI solution provider. Built around the "Triple‑Intelligence" architecture and a full‑stack AI engine, the company has established an integrated strategic framework that "takes hardware as the foundation, software as the soul, and ecosystem as the wings." At this exhibition, MeiG Smart presented its full portfolio of AI module products and solutions, fully demonstrating its strengths in on‑device computing infrastructure, model deployment and quantization, agent ecosystem integration, and cloud‑edge computing collaboration.
On‑Device and Edge‑Side Intelligent Deployment: AI Modules Redefine the Boundaries of Terminal Inference
Currently, there is a growing industry consensus on the need to rationally tier and offload computing power, empowering terminals with independent perception and inference capabilities. MeiG Smart's full range of AI modules on display, with their natively integrated capabilities of communication, perception, and inference, deliver on‑device computing power spanning from 8 TOPS to 200 TOPS. This flexible portfolio can be adapted to the varying computing power requirements across different industries, accelerating the empowerment of thousands of sectors with "thinking and reasoning" intelligent brains.

Among MeiG Smart's flagship AI module offerings, the SNM980 (Q‑8750 platform) module attracted considerable interest from industry customers in fields such as embodied robotics and industrial control. This module is the industry's first solution to achieve a massive 77 TOPS AI computing power and complete mass‑production delivery. With its robust computing capability, it supports the rapid deployment of complex terminal‑side AI algorithms and large‑parameter models.。
Hardware‑Software Synergy: Full‑Stack Toolchains Accelerate Agent Application Development
As agent technologies enter a period of explosive growth, sectors including embodied robotics, intelligent vehicles, and the AIoT place increasingly stringent demands on deployment efficiency, flexibility, and cost control for models and agents. MeiG Smart has already established the MEIGINE AI inference engine and the MoJo Tools agent toolchain, which enable one‑click model conversion and deployment without the need for additional open‑source tools, thus facilitating rapid development and implementation of agents on the terminal side.

In addition, to facilitate rapid computing power expansion and intelligent upgrades in scenarios such as intelligent in‑vehicle systems and industrial vision, MeiG Smart has developed the MT200 AI BOX solution. Covering a broad computing power range from 22 TOPS to 700 TOPS, it can be customized to carry large models and agent frameworks according to specific requirements. The solution fully adopts stringent industrial‑grade design standards, ensuring 7×24 hours of uninterrupted stable operation in diverse and complex environments, positioning it as a core computing engine for driving the deployment of diverse industrial‑grade AI applications.
Connectivity + Inference: Building the Cornerstone of Full‑Scope Intelligence
The Implementation Opinions on "Artificial Intelligence + Information and Communications" Innovation and Development issued by the Ministry of Industry and Information Technology (MIIT) calls for the deployment of intelligent computing power in network equipment such as communication base stations, core network equipment, routing and switching devices, broadband access servers, optical transmission/access systems, and security gateways, and for the application of AI algorithms to enhance network equipment's capabilities in service awareness, scheduling, optimization, and security protection.

The flagship high‑end AI CPE showcased by MeiG Smart at this exhibition has been verified to integrate with OpenClaw and successfully interconnect with the Matter protocol. Through the local AI agent running on the gateway, users can issue a single natural language command to achieve unified management and cross‑brand, cross‑system scenario‑based orchestration of hundreds of devices throughout the home, including air conditioners, televisions, and speakers. At the same time, AI technology is deeply integrated into the communication and connectivity systems. Through AI‑driven dynamic management of multi‑antenna reception, AI‑enhanced intelligent network selection and handover, and AI‑enhanced anomaly detection and security protection, terminals are empowered with self‑optimizing and adaptive capabilities in complex network environments, creating a high‑speed, stable, and efficient cornerstone for full‑scope intelligence.
In the new cycle of vigorous growth in the agent industry and Physical AI technologies, MeiG Smart adheres to an open and win‑win development philosophy. The company continues to strengthen its technology foundation with integrated hardware and software capabilities, leveraging its extensive product portfolio and full‑stack toolchain competencies as a bridge to collaborate with global ecosystem partners, jointly building a new open, collaborative, and mutually beneficial ecosystem.

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