Hailiang Technology Launches Teacher AI Workbench HaiMate at Educational Equipment Exhibition, Self-Developed Education Large Model Debuts

On October 30, the 88th China Educational Equipment Exhibition opened in Changsha, bringing together more than 700 exhibiting companies across a total exhibition area of over 100,000 square meters.

With the theme "Artificial Intelligence Leading the High-Quality Development of Educational Equipment," this year's exhibition presents the integrated innovation achievements of "AI + education" in all dimensions. Hailiang Technology, under Hailiang Kefu, appeared with its self-developed education large model and full-scenario "education + AI" solutions, and officially released the teacher AI workbench HaiMate.

Hailiang Technology booth

Reducing the burden on primary and secondary school teachers and promoting education's return to nurturing people has become a key proposition for the high-quality development of education. With the in-depth implementation of the "AI + Education" Action Plan, the requirements of educational scenarios for AI are shifting from a mere "efficiency-boosting" tool to an "industry-savvy" intelligent partner. This means that in educational scenarios with an extremely low tolerance for error, AI must not only "run fast" but also "dig deep."

Hailiang Technology's teacher AI workbench HaiMate is a typical representative that responds to this proposition of the times and "digs deep enough."

At the new product, new technology, and new achievement promotion event on the first day of the exhibition, Shen Yunqi, product manager of Hailiang Technology's HaiMate, officially released HaiMate: the platform has been deeply refined and validated in real teaching scenarios and had already been deployed in multiple schools for several months. It integrates capabilities such as AI lesson preparation, classroom review, grade analysis, and teacher profiling into a single entry point. Users only need to submit requests through conversation to complete a full-chain work loop from lesson plan design and courseware generation to learning situation assessment and management diagnosis. "Leave repetitive tasks to AI, return creative labor to teachers, and preserve teachers' leading role in nurturing people and judging learning situations."

Hailiang Technology officially releases HaiMate, an Agent in the vertical field of education

"What teachers want is not something that 'looks usable,' but something that 'works right out of the box.'" Shen Yunqi focused on three major scenarios—pre-class lesson preparation, classroom review, and teacher management—and, by comparing the actual performance of general large models, intuitively demonstrated how HaiMate better understands teachers and educational accumulation.

General large models are good at dialogue, but they often find it difficult to deeply understand schools, do not understand the specific context within educational scenarios, and have difficulty accessing real in-school data; HaiMate's difference lies precisely here—based on years of deep insight and mature methods in teaching management and student growth practices, it is deeply connected with school teaching data, can understand the school-based context of various educational sub-scenarios, and its output content also fits campus review standards and teaching evaluation logic. This depth of understanding of education and precision in model training constitute HaiMate's core capability that distinguishes it from general large models.

A vertical large model born on campus

Adhering to the core concept of "born on campus, growing on campus," Hailiang Technology integrates the educational wisdom of top global schools, relies on long-term accumulated on-site service experience in schools, and has taken the lead in practicing and validating a differentiated model of "scenario-driven technology": first running and refining it in pilot campuses, gathering expert experience and real teaching data to train models, creating AI that truly "grows out of" and "is used out of" campuses.

Hailiang Technology exhibits its self-developed education large model

With its self-developed education large model as the foundation, Hailiang Technology has built a "4+1+N" technology system: it trains specialized models for four core teaching scenarios—classroom analysis, adaptive learning, lesson preparation assistance, and learning planning; then, through the unified agent platform Hai Agent, it coordinates various capabilities and extends to intelligent applications in N subdivided teaching scenarios, achieving precise services from "large-model coordination" to "agent division of labor."

Among them, core indicators such as multimodal classroom analysis, intelligent grading, and AI lesson evaluation are already at the forefront of the industry. From precise pre-class lesson preparation and in-class classroom insights to post-class intelligent grading, Hailiang Technology's AI is like an experienced master teacher running through the entire teaching chain—this is precisely the confidence behind its "understanding of education."

On site, visitors experienced the hyper-realistic digital human "Xingledu." This product innovatively implements the morning reading scenario, with speech synthesis accuracy reaching the industry's leading standard, supporting a thousand morning reading classes every week.

Four real and tangible scenario practices

"AI Creative Thinking Classroom" is Hailiang's original new paradigm of "student-centered" curriculum reform. With the "Xingxueban" precision teaching tablet as the core carrier, it builds a teaching loop of "pre-class exploration of sources—in-class co-creation—post-class creation." Among them, in response to vague learning situations, delayed feedback, and the difficulty of implementing differentiated instruction, the "Xingxueban" precision teaching tablet connects pre-class tiered preview, in-class interaction, and post-class personalized assignments, supporting students' personalized learning with real-time feedback.

The first-time exhibited "Xingchangpi" AI intelligent grading machine improves homework grading from 2.5 hours to 15 minutes, with a gradable rate exceeding 99% and a comprehensive grading accuracy exceeding 97%. Moreover, it does not merely grade; it links the complete teaching loop of "grading-feedback-commenting-consolidation-management," making a single assignment a teaching basis that can be fed back, commented on, and improved.

For teachers, Hailiang Technology uses data to drive teaching improvement and teacher development. Among them, "Haina Zhike" generates a multidimensional classroom analysis report 15 minutes after class, breaks down teaching problems, and proposes optimization suggestions, with fully non-intrusive collection to reduce interference with the classroom; for students, Hailiang Technology focuses on multiple dimensions such as moral education, psychology, and home-school collaboration, integrating software and hardware to create a full-scenario digital nurturing system that comprehensively safeguards student growth.

Staff explaining "Haina Zhike"

Extending from AI tools to diversified services, Hailiang Technology's "Excellent Teaching and Companion Learning Services" help circulate high-quality educational resources and cultivate educational talent: "Peer Companionship" gathers more than 500 elites from Tsinghua and Peking University and other prestigious schools, using an inspirational education curriculum system to influence more than 550,000 students through the power of role models; "Hailiang Youcai" provides full-lifecycle professional development solutions and has helped more than 90,000 teachers grow professionally...

"Excellent Teaching and Companion Learning Services" exhibition area

According to the introduction, Hailiang Technology currently serves more than 300 districts and counties across the country and over 10 million teachers and students, promoting large-scale high-quality individualized instruction in basic education, and multiple practices have been selected as typical cases by the Ministry of Education. Even more convincing are the high-frequency usage data in real campuses: "Xingweilai" has completed nearly 80 million comprehensive quality evaluations of students, "Haina Zhike" has generated more than 440,000 classroom analysis reports, and "Hongru Teaching Research" has accumulated more than 900,000 high-quality teaching research results... These implementation results confirm one point—Hailiang Technology's AI is truly educational AI that "grows out of" and "is used out of" campuses.