Recently, there has been increasing discussion about multi-agent systems (MAS). What exactly is this all about? Simply put, MAS involves multiple autonomous intelligent agents collaborating to get work done, breaking down complex tasks into parallel processes, which represents a qualitative leap over single AI tools.

According to industry assessments, 2026 will be the breakout year for MAS commercialization. Last year, Meta acquired the parent company of Manus, and MiniMax went public. These are important catalysts. Technologically, the three key aspects—interaction, orchestration, and security—are gradually maturing, and the ecosystem’s shortcomings are being addressed.

So, the question is—who is positioning themselves in this track?

**Marketing players are the most active.** BlueFocus is a leader in AI marketing, with hundreds of intelligent agents covering the entire marketing chain, and has served as an AI marketing service provider for the Spring Festival Gala. In赛集团 is focusing on multi-agent foundations, integrating copywriting and video agents. E点天下 is pursuing a globalized intelligent marketing route, gaining attention through AI-driven ad placement. Lio股份’s Qianchuan Smart投 has already integrated with Douyin and Kuaishou, with marketing revenue growing rapidly.

**There are also clear moves in the office sector.** Kingsoft Office is a leader in office intelligent agents, with WPS Lingxi’s monthly active users exceeding 29.51 million, capable of connecting to enterprise knowledge bases, with an AI feature penetration rate of 14%.泛微网络 combines OA with intelligent agent components, with a good penetration rate among paying clients. Zhiyuan Huilian’s collaborative office intelligent agents are well-suited for multi-agent task scheduling scenarios.

**Industrial and industry applications hold the most potential.** SuperMap Software is a core player in spatial intelligence and MAS, with SuperMapCopilot integrating GIS and AI. Saiyi Information, a leader in enterprise-level process intelligent agents, offers solutions well-suited for manufacturing scheduling, with rapid order growth. Dingjie Digital integrates manufacturing ERP with AIAgent, incorporating Manus technology, providing high order visibility. Zhongkong Technology is also deploying in industrial automation combined with intelligent agents. Corete Microelectronics’ MAS6P devices are already mass-produced, with applications in semiconductor production lines. Boshi股份’s industrial intelligent collaboration orders are full, and multi-agent industrial scenarios are practically implemented.

**Enterprise services and computing power support are even more critical.** Sangfor Technologies has core advantages in distributed AI collaboration and secure cloud computing, with MAS orchestration as a focus. HanDe Information’s low-code platform stands out, allowing drag-and-drop construction of intelligent agents, serving over 100,000 enterprises. Tuoris relies on NLP and knowledge graphs to support semantic collaboration of agents, with effective deployment in government and financial scenarios. Dongfang Guoxin’s MAAS deployment is leading, with industry solutions well-suited for collaboration needs. UCloud, as a core provider of distributed computing infrastructure, can support large-scale MAS deployment. Xinghuan Technology’s AI database combined with GPU-Native architecture supports MAS data collaboration. Capital Online’s intelligent computing business is growing rapidly.

**Interaction and security segments are also heating up.** Yingfang Software’s data replication technology supports MAS data interaction and disaster recovery. Borui Data’s BonreeONE platform integrates LLMAgent, enhancing operations and maintenance interaction and fault localization. CSDC’s端侧AI combined with multi-agent collaboration, with滴水OS already integrating vehicle control intelligent agents. Caisun股份’s RichAIBox platform supports multi-agent collaboration and low-code development. 360 Security relies on the 360 large model and security capabilities, playing a core role in MAS orchestration. Yaxin Security is a leader in MAS security, with 信舵MAXS platform providing identity verification, encryption, and auditing services. Geer Software specializes in key management and access control.

Looking at the entire ecosystem—from marketing, office, industrial, to enterprise services, and then to interaction and security—MAS has formed a relatively complete industry chain. With mature technology and market demand releasing, 2026 is indeed worth paying attention to. Of course, this is based on publicly available information, and investment decisions should be made independently.