基于本体+知识+Harness+Datat Agent的智能体完整落地链路！

Overview: This is a preview for a Data+AI technology practice roadshow; the core takeaways are the event details and the agenda on the end-to-end path for deploying agents.

1. Time and location are specified: November 10, 13:00–16:30, at Tower A, New Caohejing International Business Center, Xuhui, Shanghai.

2. The theme is clear: the Shanghai stop of ORIGIN, focused on the full path from Data to Agent deployment.

Overview: The agenda links five questions that point to technology practice areas worth watching.

1. How ontology can enable agents to obtain deterministic results.

2. How to continuously update enterprise knowledge for agents.

3. How to design Harness for office-oriented agents.

4. How financial agents can be deployed in a trustworthy and reliable way.

5. How Data Agents can make data retrieval simpler and more intelligent.

6. The speakers come from Ant Group's MiSuan, Intsig, PwC, Mitsubishi Elevator, and Shihuo, with five experts sharing deployment practices.

Overview: The article does not directly address brand marketing, channels, or pricing, but its Data+AI deployment topics can inform brands' data acquisition and knowledge operations.

1. How Data Agents can make data retrieval simpler and more intelligent is an entry point for brands to observe consumer trends and how user-behavior data is accessed.

2. How to continuously update enterprise knowledge for agents relates to brand knowledge accumulation and ongoing operations.

3. How to design Harness for office-oriented agents can serve as a reference for designing brand operational-efficiency tools.

Overview: The event lineup and agenda can offer brands cross-industry perspectives.

1. The five experts come from Ant Group's MiSuan, Intsig, PwC, Mitsubishi Elevator, and Shihuo, covering practices at different organizations.

2. The event focuses on the full path from Data to Agent deployment; brands can pay attention to practice-sharing sessions related to user insights and data access.

3. The article does not provide content on brand pricing or price competition; relevant takeaways should be based on the on-site presentations.

Overview: The article is a roadshow preview and does not cover seller policies, support programs, or specific growth markets, but it offers opportunities to learn about and discuss the agent deployment path.

1. The topics cover ontology, knowledge engines, Harness engineering, trustworthy agents, and Data Agents, which can be studied for the latest business models and operational efficiency gains.

2. The five agenda questions point to deterministic results, enterprise knowledge updates, office-agent design, trustworthy financial deployment, and more intelligent data retrieval; sellers can use them to assess their own business opportunities.

3. The five experts come from Ant Group's MiSuan, Intsig, PwC, Mitsubishi Elevator, and Shihuo, providing a cross-industry setting for discussing deployment practices.

Overview: For sellers, the opportunities highlighted in the article center on attending to learn and connecting with experts' practices.

1. The time and location are November 10, 13:00–16:30, at Tower A, New Caohejing International Business Center, Xuhui, Shanghai, making it easier to plan attendance.

2. The article does not elaborate on policy interpretation, risk warnings, or support policies; relevant judgments should be based on the on-site content.

3. The full path from Data to Agent is the roadshow's stated main theme and can serve as a reference for evaluating technology investment directions.

Overview: The article does not directly discuss factory product manufacturing or design requirements, but Mitsubishi Elevator is one of the speakers, making manufacturing-related practices a relevant area to watch.

1. The event theme focuses on the full path from Data to Agent deployment, offering insights for factories advancing digitalization and e-commerce.

2. How ontology can enable agents to obtain deterministic results is a topic factories can follow when focusing on data determinism.

3. How to continuously update enterprise knowledge for agents involves enterprise knowledge management and continuous updating.

Overview: The Data Agent and office-agent topics can provide references for factory data utilization and operations.

1. How Data Agents can make data retrieval simpler and more intelligent is an entry point for factories focusing on data use.

2. How to design Harness for office-oriented agents can serve as a reference for designing internal office and operations agents.

3. The five experts come from Ant Group's MiSuan, Intsig, PwC, Mitsubishi Elevator, and Shihuo; factories can pay attention to the manufacturing-enterprise-related sharing.

4. The article does not elaborate on specific product design or production requirements; relevant business opportunities should be based on the on-site practice sharing.

Overview: The article focuses on new technology directions across the Data+AI path from Data to Agent deployment, making it suitable for service providers to observe industry trends.

1. The new technologies include ontology, knowledge engines, Harness engineering, trustworthy agents, and Data Agents.

2. Customer pain points are listed as questions: how agents can obtain deterministic results, how enterprise knowledge can be continuously updated, how Harness can be designed for office-oriented agents, how financial agents can be deployed in a trustworthy and reliable way, and how Data Agents can make data retrieval simpler and more intelligent.

3. Solution directions are presented through deployment practices shared by five experts from Ant Group's MiSuan, Intsig, PwC, Mitsubishi Elevator, and Shihuo.

Overview: The event details are relevant to service providers' customer acquisition and solution references.

1. The event is the Shanghai stop of the ORIGIN Data+AI Technology Practice Roadshow, with the theme of the full path from Data to Agent deployment.

2. The time is November 10, 13:00–16:30, and the location is Tower A, New Caohejing International Business Center, Xuhui, Shanghai.

3. Service providers can focus on reusable practices in the experts' presentations around the above pain points and new technologies.

Overview: The article does not directly discuss platform merchant recruitment or operational management, but its Data+AI deployment-path topics can help platforms observe technology trends and business needs.

1. The full path from Data to Agent covers ontology, knowledge engines, Harness engineering, trustworthy agents, and Data Agents, which are technology trends platforms can watch.

2. How to design Harness for office-oriented agents is related to a platform's internal operational management efficiency.

3. How financial agents can be deployed in a trustworthy and reliable way relates to platform requirements for trust and risk control.

Overview: Data Agents and the expert lineup can provide clues for platform data operations and external exchange.

1. How Data Agents can make data retrieval simpler and more intelligent can be a topic for platform data operations.

2. The five experts come from Ant Group's MiSuan, Intsig, PwC, Mitsubishi Elevator, and Shihuo; platforms can pay attention to cross-institution practices.

3. The event time and location are specified: November 10, 13:00–16:30, at Tower A, New Caohejing International Business Center, Xuhui, Shanghai.

4. The article does not elaborate on the platform's latest practices or details on how to avoid trend-related risks; relevant judgments should be based on the on-site presentations.

Overview: The article presents a new development in the Data+AI industry—the full path from Data to Agent deployment—and defines research topics in the form of questions.

1. The new directions include five key components: ontology, knowledge engines, Harness engineering, trustworthy agents, and Data Agents.

2. The new questions include deterministic results for agents, continuous updates of enterprise knowledge, office-agent design, trustworthy and reliable deployment of financial agents, and intelligent data retrieval by Data Agents.

3. The representative practitioners are five experts from Ant Group's MiSuan, Intsig, PwC, Mitsubishi Elevator, and Shihuo.

Overview: The event details and topics can provide an entry point for research observation.

1. The event is the Shanghai stop of the ORIGIN Data+AI Technology Practice Roadshow, with the theme of the full path from Data to Agent deployment.

2. The time is November 10, 13:00–16:30, and the location is Tower A, New Caohejing International Business Center, Xuhui, Shanghai.

3. The article does not elaborate on policy and regulatory recommendations or business-model details, but the trustworthy and reliable deployment of financial agents can serve as an angle for research and discussion.