Today, we are excited to announce the official launch of XpertAI Agent Platform version 3.7! The core highlight of this update is the newly introduced Agent Middleware feature, providing developers with fine-grained control over agent execution processes and modular extension capabilities, further advancing agent construction from "functional implementation" to a new stage of "controllable processes and malleable capabilities."
With the rapid development of AI technology, enterprise-level intelligent applications have an increasing demand for flexible extensibility, modular decoupling, and cross-system integration. To meet the diverse scenarios of developers and enterprise users, the XpertAI platform officially launches the brand-new plugin system in this release, empowering the platform with true "infinite extensibility".
Previously, enterprises often had to write business logic directly into core systems, resulting in:
The XpertAI plugin system is designed to solve these pain points. It enables developers to seamlessly introduce new system integrations, data source extensions, and tool capabilities via plugins—without touching the core code.
When agents learn to "operate autonomously," where are the boundaries of collaboration?
In today’s explosion of AI technology, most agents remain at the "one question, one answer" level—they can write code, perform analysis, or generate content, but they always require humans to issue step-by-step instructions. However, real-world complex tasks are never single-threaded. A market research project may require simultaneous data cleaning, trend forecasting, and report writing; a product development project often involves cycles of requirement analysis, code generation, and testing validation...
The Xpert Project was born to break the shackles of this "human command chain." It enables multiple agents to function like a well-trained digital team, autonomously planning tasks, sharing knowledge, and executing collaboratively—while humans only need to define the goal and witness the miracle of intelligent collaboration.
In today's rapidly evolving AI landscape, enterprises face a critical dilemma: how to balance the creativity of LLMs with the stability of processes? While purely agent-based architectures offer flexibility, they are difficult to control; traditional workflows, though reliable, lack adaptability. The Agent and Workflow Hybrid Architecture of the Xpert AI platform is designed to resolve this conflict — it allows AI to possess "free will" while adhering to "rules and order."
In a digital office environment, data-driven decision-making is becoming increasingly important. To help businesses utilize data more efficiently, the ChatBI bot provides an intelligent data querying and analysis solution on the Lark platform.
Through the ChatBI bot, Lark users can easily uncover the value of their data, enabling smarter decision-making and collaboration. Whether for personal use or team collaboration, ChatBI offers robust support for your data analysis needs.
For more details, see ChatBI Lark Bot.
We are excited to announce that Xpert Analytics Cloud version 2.5 is officially live! This latest version brings two major feature updates: ChatBI and Story Multi-Agent Command. These new features will further enhance the user experience, making data analysis more convenient, efficient, and intelligent.
In our previous two articles, we introduced:
This article will explore how to manage indicators in the S4 system using CDS View and other models to build a comprehensive business indicator system.
Xpert Analytics Cloud, leveraging semantic models, offers powerful indicator management functions, designed to help users efficiently manage and monitor indicators within data models. By establishing a unified semantic modeling of enterprise data based on a core OLAP engine, Xpert Analytics Cloud eliminates the need for cumbersome data conversion and ETL. Through unified indicator definition functions, it enables unified management and certification of enterprise operational data. Ultimately, indicators are used for analyzing and evaluating company business and financial data through the indicator applications and story dashboards provided by Xpert Analytics Cloud.
Key Performance Indicator System (Indicator System) is a set of indicators used to measure and monitor business performance. These indicators help enterprises evaluate the achievement of their strategic goals and the efficiency of their business processes, thereby guiding management decisions.
In the first article, we introduced how to enhance CDS models using the semantic modeling capabilities of Xpert Analytics Cloud.. This article will explore how to use these enhanced CDS models to create visual story dashboards for better data analysis and business insights.
Story dashboards are a crucial component of Xpert Analytics Cloud's embedded analytics. They help users gain a comprehensive understanding of their business from multiple dimensions and levels through rich visualization features and interactive operations. This article will introduce the key features of creating story dashboards, including calculation measures, filter bar widgets, input controls, key metrics widgets, chart widgets, and grid table widgets. Combining these features can create a story dashboard as shown below:
This series of SAP S/4HANA embedded analytics feature introductions will be explained in three parts:
Xpert Analytics Cloud is a powerful data analytics tool that can directly connect to the SAP S/4HANA system and utilize Transient Analytical Queries generated from CDS (Core Data Services) views for embedded real-time data analysis. By leveraging the in-memory computing capabilities of the SAP HANA database, it provides real-time data analysis and reporting functions, allowing users to gain insights directly during business operations.
This series introduces SAP S/4HANA embedded analytics functionality in three parts:
This article will introduce how to enhance CDS models using the semantic model functionality of Xpert Analytics Cloud, including calendar semantic definitions, calculated measures, and more.
We are excited to announce that the latest version of the Xpert Analysis Platform, version 2.4, is now available! As a cloud-based agile AI data analysis platform, it integrates multidimensional modeling, indicators management, and BI visualization to provide users with a one-stop data analysis solution. This update introduces the revolutionary "Copilot Multi-Agent Command" feature, further enhancing the platform's intelligence and user experience.
In Xpert Analysis Platform 2.4, we have introduced a revolutionary feature—the AI Digital Business Experts Platform. This feature aims to digitize professional knowledge and experience from various industries, allowing users to quickly access and apply these valuable resources to build their own enterprise data analysis systems. Whether you are a startup or a large enterprise, this feature enables you to quickly build a data analysis framework tailored to your business needs, improving decision-making efficiency and accuracy.
The platform not only provides users with ready-to-use digital business expert resources but also supports industry experts in digitizing and sharing their expertise with users in need. This sharing and collaboration mechanism promotes the dissemination and application of knowledge, contributing to the progress of various industries.
You can browse more information about AI Digital Business Experts on the AI Digital Business Experts page.