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The 2026 Mingdao Cloud Partner Conference (MPC2026), themed “Entering the Agent Era with Mingdao Cloud,” was held at the Sofitel Shanghai Hongqiao on October 30–31, 2026. Channel and ecosystem partners, enterprise customers, and technology practitioners discussed the convergence of no-code and AI, practical enterprise AI applications, and ecosystem collaboration. As a Mingdao Cloud ecosystem partner, HENGSHI Technology presented HENGSHI JARVIS, its enterprise AI agent operations foundation, alongside HENGSHI SENSE 7.0, the latest version of its intelligent analytics platform. Through product demonstrations and discussions of business scenarios, HENGSHI explored how agents can contribute to software teams’ development, knowledge maintenance, and delivery work, and how intelligent analytics can be added to business applications.
Part 01 | Products and Solutions: Connecting Agent Collaboration with Data Analytics
On Site | Innovation and Change
Enterprise AI needs data with consistent definitions, traceable knowledge, and clear workflows. At the conference, HENGSHI demonstrated its product capabilities and implementation approach in agent operations and intelligent analytics.
HENGSHI JARVIS: Building Agent Collaboration and Delivery Practices for Analytics Teams
HENGSHI JARVIS is an enterprise consulting and enablement offering. It helps analytics teams establish a way for AI agents to participate in their work by addressing data sources, metric definitions, analytical task routing, workflow design, and result validation.
In business and product analysis, teams first need to specify where data comes from, how metrics are calculated, what an agent may do, and who reviews the findings. JARVIS turns these requirements into task guidance that agents can search and cite. It structures collaboration from problem breakdown and data retrieval through analysis and report delivery, while retaining source references and execution records for review.
As pilot tasks progress, teams can turn validated analysis methods, checking rules, and report templates into reusable workflows. This reduces repetitive data retrieval and debates over metric definitions, helping analytical results support business decisions more consistently.
HENGSHI also presented the latest version of HENGSHI SENSE 7.0 to demonstrate its intelligent analytics capabilities.
HENGSHI SENSE 7.0: Making Data Easier for Business Teams to Use
HENGSHI SENSE 7.0 combines data integration, semantic modeling, metrics management, BI analytics, and Data Agent capabilities. It helps enterprises connect scattered business data, unify metric definitions, and preserve models, metrics, and visualizations as reusable analytical assets.
Within existing data models, business definitions, and permissions, business users can ask questions in natural language and explore the data. Dashboard creators can use Data Agent to assist with metric creation, chart configuration, and dashboard generation, reducing repetitive data preparation and visualization work.
For enterprise software vendors and SaaS partners, the platform offers embedded analytics, open APIs, and multi-tenant management. Partners can integrate dashboards, metrics, and intelligent analytics into their products, allowing users to access insights in the business systems they already know.
Part 02 | Partner Applications: Building Analytical Collaboration and Adding Customer-Facing Analytics
On Site | Innovation and Change
For partners’ own delivery projects and analytics teams, JARVIS offers a path to greater efficiency. Teams can clarify business questions, data sources, metric definitions, and existing analytical experience, then define the agent’s role and the human acceptance responsibility across requirements breakdown, analysis, result validation, and report delivery. Starting with tasks whose results can be checked, they can gradually build reusable collaborative workflows.
In the Mingdao Cloud ecosystem, partners use no-code applications to support customers’ business processes. As order, customer, and project data accumulates, those customers also need to understand change, compare performance, and find the causes behind results.
By combining Mingdao Cloud’s no-code application building with HENGSHI’s intelligent analytics, partners can connect data, model metrics, configure permissions, and integrate applications before embedding dashboards, charts, and natural-language analytics into business apps. Business users can view consistently defined data, ask follow-up questions, and act on the findings.
For example, in business performance analysis, a user can first view sales and target attainment on a dashboard, then ask about differences across regions, products, or customers. Analytics thus becomes part of daily operations and reduces cross-system data retrieval and repeated report checks.
Part 03 | Ecosystem Collaboration: Putting Specific Scenarios into Practice
On Site | Innovation and Change
At the conference, HENGSHI discussed two areas of collaboration with industry partners: using HENGSHI JARVIS to organize analytical requirements, metric definitions, and delivery workflows so agents can participate in analytics; and using HENGSHI SENSE to add data analytics to customers’ business applications.
HENGSHI Technology now works with more than 200 enterprise software and SaaS partners. It will continue to develop JARVIS consulting and delivery practices for analytics projects, advance HENGSHI SENSE, and validate solutions with partners against specific industry needs, building reusable applications and delivery experience.
Thank you to Mingdao Cloud for bringing the community together and to every partner who joined us. We look forward to advancing the use of no-code, analytics, and AI in enterprise operations together.