With the acceleration of AI digital productivity infrastructure, the industry is undergoing a profound transformation: from a chat tool that "you ask it and answer" to an AI assistant that can plan and execute on its own. However, currently available general intelligent agents in the market are essentially unable to break through the digital boundaries and intervene in the real changing physical world.

At the 2026ECDC Fluorite Cloud Developer Conference, the Fluorite Open Platform 2.0 officially launched the Fluorite AI Inspection Intelligent Agent Development Platform. As a native enterprise productivity platform of AIoT, it serves as a bridge connecting the digital world and the physical world, enabling various industries to have an AI inspection digital assistant that can perceive the physical world and control physical devices.

The product manager of the fluorite open platform stated at the conference that the fluorite AI inspection intelligent agent development platform can help enterprises build digital productivity. In the past, the technical threshold for training and deploying an AI inspection application for a vertical industry was extremely high. However, now enterprises only need to synchronize their organizational structure (one click integration with enterprise WeChat, DingTalk, Feishu, etc.), configure job templates to meet skill requirements, and authorize IoT device permissions through a simple three-step process. They can quickly incubate exclusive digital assistants in just a few minutes. It can not only understand tasks assigned in natural language, start autonomous work according to job requirements, but also leave a trace of the entire execution process. At the same time, with the cost controllable monthly employment model, enterprises can significantly improve collaborative efficiency with extremely low deployment thresholds.

　　1Multi modal autonomous execution and continuous performance evolution

The development platform of the fluorite AI inspection intelligent agent relies on the closed-loop of "general AI work assistant x AIoT visual perception ability x full category intelligent hardware control ability x assistant performance management tool", and has multimodal interaction and spatial reach capabilities. Shao Pei used this intuitive formula to define the competitiveness of the product, emphasizing industry standard features such as multimodal interaction, complex task decomposition, cloud and edge dual-mode flexible operation, and many platforms.

The two core hardware perception and control capabilities that truly set the fluorite apart are. Firstly, it is the ability to perceive the physical world and understand it. Relying on the scale advantage of connecting over 360 million devices with Yingshi Cloud and the visual AI technology accumulation accumulated by Hikvision and Yingshi over the years, AI no longer only reads and understands text and files, but can also understand real scenes. It breaks through the limitations of traditional digital information processing and can perform real-time image analysis, target trajectory tracking, abnormal behavior identification, and multi-dimensional perception with high precision 24/7.

Next is the intelligent hardware control ability that can accomplish practical tasks. The ordinary AI assistant controls software and files, while the fluorite digital assistant controls real physical devices and spatial scenes. It can directly link intelligent video, perception, interaction, wearable/mobile, and machine human hardware to form a complete closed loop of "perception judgment disposal".

In addition, digital assistants can also co evolve in their work. Fluorite has designed performance improvement tools for it, continuously expanding its ability boundaries through the "internal repair skill package", recording task data throughout the "external repair performance" process and supporting retrospective review, optimizing workflows, and achieving smarter results with more use.

Fluorite has also developed an open and shared "digital assistant market", where developers can list their digital inspection and security monitoring assistants that have accumulated vertical industry experience. Other enterprises can directly purchase and try them out, and deploy them with just one click. This transforms the industry experience accumulated by developers into tradable products, achieving 'one-time polishing, continuous revenue'.

　    2A solid technological foundation with full stack autonomous controllability

The four layer technical architecture of "application layer intelligent agent layer model layer infrastructure layer" that supports this set of core capabilities is the autonomous and controllable full stack technology of Fluorite.

Prior to this, intelligent agents built on open source solutions in the industry generally faced the "five walls" technology bottleneck of high cost, slow startup, slow response, difficult security control, and divergent behavior. Due to the fact that open source solutions often adopt an architecture where each user has independent instances, it not only results in idle computing power and huge round the clock expenses, but also fails to meet the requirements for large-scale implementation of enterprise level products due to multiple rounds of interaction delays, default system full permissions, and occasional illusions.

Based on insights into the limitations of open source solutions, Fluorite has decided to launch a restructured "autonomous working agent" architecture at the core agent layer. Fluorite has cut into the underlying code level for rewriting and optimization, and has launched a self-developed solution with commercial cost-effectiveness. Firstly, through comprehensive multi tenancy reconstruction, the resource limitations of the original independent instances have been broken, achieving a 1/N reduction in operating and maintenance costs. Secondly, through deep optimization of the core loop, task decomposition, tool scheduling, and context management strategies have been rewritten, significantly reducing interaction rounds while significantly compressing the consumption of tokens. The third is to introduce a "dual access control" mechanism, strictly tightening the original default full permission to dual verification of execution and security, ensuring that the entire operation can be audited and intercepted immediately in case of deviation. This closed-loop system based on multi tenant shared base and unified operation and maintenance can not only help solve the common pain point of intelligent weight loss and memory loss in the industry, but also enable AI technology to achieve commercial scale implementation in exchange for a long-lasting and stable high reliability experience.

However, when AI agents have the ability to manipulate the physical world, safety and compliance are also red lines that cannot be crossed. In the process of intelligent agents moving from "tools" to "positions", enterprises also need to address new AI security challenges. To this end, Fluorite has established a "four-dimensional security protection system" covering equipment, data, models, and collaborative links, and has implemented security concepts into the full cycle management of digital assistants.

At the core layer of intelligent agent operation, Yingshi has developed a dedicated security inspection module for digital assistants, refining security strategies to every position and skill. Not only does it support real-time interception of dozens of attack methods, but it can also be managed through access restrictions such as whitelist restrictions and credential key custody, isolating high-risk operations and abnormal behaviors in an independent operating environment.

This layered protection of end cloud collaboration not only achieves full process traceability and full link auditability, but also ensures security and controllability while balancing innovation efficiency.

       4 Cloud leaps, co creating AIoT new quality productivity
　　The fluorite AI inspection intelligent agent development platform connects the digital space with the real world. It deeply integrates the perception and control capabilities of AIoT with multi-agent collaboration mechanisms, creating an AI assistant for global industry developers that can natively perceive the physical world and manipulate physical devices. The fluorite open platform 2.0 will continue to adhere to the independent and controllable research and development path of the underlying full stack, making the product experience more extreme and the product safety more reliable.