Kingdee Lingji upgrades Lingji Manage, enterprise context and ERP connectors, and releases enterprise-level agent benchmark Lingee Bench

Smart Things reports on October 23 that today, at the 2026 Kingdee Visionaries Conference, Kingdee, a leading domestic enterprise management SaaS provider, released three core capability updates for its enterprise agent operating system Lingee: Lingee Manage, Enterprise Context, and ERP Connectors, and jointly with large model vendors and universities released Lingee Bench, the first domestic agent evaluation benchmark for enterprise management scenarios.

At the conference, Xu Shaochun, Chairman of the Board and CEO of Kingdee Group, proposed that what determines the success or failure of enterprise AI transformation is not just technology, but cognition. Representatives from benchmark enterprises and ecosystem partners such as StepFun, CRRC, Malaysia's Zhenxing Group, and Sunshine Smart Maintenance shared on-site practical experience and reflections on exploring new management paths in the AI era.

▲Xu Shaochun, Chairman of the Board and CEO of Kingdee Group

The co-creation results of Kingdee and StepFun in enterprise intelligent scenarios were also demonstrated at the conference. StepFun models have been deployed in two major Kingdee Lingee scenarios: enterprise data analysis and AI quick notes: the language model ranks among the top in accuracy evaluations for tasks such as natural language queries of business data and root cause analysis; the speech model incorporates Kingdee's professional corpus for R&D, production, supply, sales, HR, and finance, and ranks among the top in speech recognition evaluations for enterprise management scenarios.

At the same time, Jiang Daxin announced that StepFun's large-model-native agent phone STEPX Neo will fully connect to Lingee, and its personal agent Amoo will directly call Lingee skills and underlying system functions, enabling users to complete a task with one sentence, with the entire task execution visible and permissions and memory autonomously managed.

For example, saying to Amoo: "The recently reported overdue receivables issue, hand it to Manager Zhang in the finance department to follow up, and progress on a plan is needed by Friday." After obtaining the user's consent, Amoo will directly call Kingdee Lingee to create a task, push it to Manager Zhang, and set an automatic progress reminder for 6 p.m. on Thursday.

"Enterprise AI transformation is first a cognitive transformation, then a management change, and finally a technological revolution," believes Xu Shaochun, Chairman of the Board and CEO of Kingdee Group. AI is not an upgrade of tools, but a systematic reconstruction of organizational form, value logic, and the role of people.

6. What is truly scarce is not "people who can use AI," but "people who can master the cognitive flywheel";

Xu Shaochun emphasized that technology can be purchased, computing power can be rented, and models can be called, but only cognition must be traversed by oneself. When enterprise leaders truly complete these seven cognitive shifts, AI transformation is no longer a technology project, but the beginning of organizational evolution.

Second, the enterprise agent operating system Lingee is upgraded, so that agents understand the enterprise as soon as they start work

Kingdee focused on introducing the newly released Lingee Manage, Enterprise Context, and ERP Connectors.

▲Release of Lingee Manage, Lingee Enterprise Context, and ERP Connectors

Liu Zhongwen, Vice President of Kingdee China and General Manager of the Product R&D Center, said that an AI-native organization is one in which humans and AI jointly drive operations and complete work. AI executes within authorization, while humans make key judgments and are responsible for results; the enterprise's data, rules, and validated experience form a shared context, driving the enterprise to achieve self-evolution of organizational capabilities through continuous learning and business feedback.

Lingee Space: used to solve a major issue, with an end-to-end closed loop from agenda and resolution to task execution follow-up, with full traces, memory, and review;

To enable every agent to understand the enterprise as soon as it starts work, Kingdee released Enterprise Context and ERP Connectors: the former lets Lingee understand you, and the latter lets Lingee take action.

The construction method of enterprise context is to uniformly connect ERP, knowledge bases, memory, ecosystem MCP, and external data, and consolidate them into the enterprise context platform to form assets that AI can understand and trace. At present, Lingee Enterprise Context has covered about more than 30 types of data sources, more than 30,000 business objects, more than 800,000 semantic fields, and 170,000 business rules.

The first batch of ERP Connectors launched 70 connectors and 1,127 Tools, supporting calls to Kingdee AI Suite, Kingdee AI Xinghan, Kingdee AI HR, Kingdee AI Xingkong, Kingdee AI Xingchen, and other Kingdee full-series ERP business capabilities, enabling AI to query data and execute business.

Third, Lingee has reached 3,706 paying users and has entered many enterprises' real business scenarios

As of today, Lingee has reached 3,706 paying users. Lingee has entered many enterprises' real business scenarios, from process efficiency improvement to decision reconstruction, and customers have verified the value of AI-native with business data.

For example, Malaysia's diversified enterprise group Zhenxing Group covers 6 listed companies, 4 industries, and 3,000 employees, and previously ran more than 40 heterogeneous systems.

With Lingee, Zhenxing consolidated multiple systems into a single Kingdee unified record, brought all 3,000 employees online, and redrew the finance and operations organization with "ontology memory + foundation + human-machine cockpit": expense reimbursement verification, matching, routing, and bookkeeping are completed by agents, with the cycle shortened from 5 days to 1 day; manual demand for three-way matching is reduced by 89%.

Sunshine Smart Maintenance, a new energy asset operation and maintenance management service provider under Sungrow, has covered 31 provinces across the country and 3 major overseas regions, serving thousands of new energy power stations.

Relying on the Lingee unified intelligent platform and co-creation with Kingdee's FDE team on site, it has deployed agents around three high-frequency scenarios: bidding, review, and maintenance: Smart Bid Document compresses bid document preparation from 6 days to 1.5 days; intelligent review relies on Lingee to build 9 major agents, processing more than 50,000 bills and more than 3,000 contracts annually, with development efficiency improved by more than 70%.

Fourth, release an evaluation benchmark and white paper to assess agents' ability to do work in enterprises' real business scenarios

AI Agents are deepening into enterprise management business, and how to deliver accurate and trustworthy results requires professional evaluation standards to judge.

During the conference, Kingdee, together with large model vendors and universities, jointly released Lingee Bench, the first domestic agent evaluation benchmark for enterprise management work scenarios, as well as the "Lingee Bench: White Paper on Enterprise-Level Agent Evaluation Benchmark."

Lingee Bench covers 4 evaluation sets for general office, finance, supply chain, and manufacturing, with a total of 1,400+ questions, and can evaluate whether agents can complete work, do it correctly, and leave verifiable results in enterprises' real business environments.

Agent companies and model vendors can also use it to evaluate the capabilities of their own models and Harness in enterprise management scenarios.