Choose by Business Scenario - Xpert AI

Start with the business problem you need to solve. You do not need to read every concept first; after completing one real scenario, the Product Concept is easier to understand.

Your business goal	Suggested entry	Result
Answer “What are sales, orders, or procurement trends?”	Multidimensional Model Introduction, Query Lab, Semantic Analysis	Metrics, dimensions, and query results have a clear definition
Connect SAP, a database, or a knowledge base	Resource Access, Integration Model, Ontology Workspace	External systems become searchable resources and entities
Unify customers, orders, equipment, or other business objects	Ontology Studio, Ontology Overview, Snapshots and Projections	Reusable entities, relationships, and business actions are published
Let an Assistant query data, build a dashboard, or prepare a work order	Action Discovery, Workbench and Resource Chat, Apps	The Assistant completes a governed task in business context
Control high-risk operations and trace decisions	Policies, Approvals, Execution Audit	Every execution has a permission decision, approval state, and evidence

Recommended first experience

If you only want to understand the system quickly, start with a read-only question:

“Tell me the number of purchase orders, suppliers, and products this month, and show the data source and update time.”

The system locates business entities in authorized resources, discovers and simulates a query action, and returns the result with audit evidence. If your organization has a procurement resource, see Procurement Quote Comparison; otherwise use an existing semantic model and follow Semantic Analysis.

Continue by responsibility

After choosing a business scenario, follow the path for your responsibility:

Administrator: start with Secret Management, Resource Access, and Sync Jobs.
Modeler: define entities, relationships, and actions, then publish them in Ontology Studio.
Analyst: validate metric definitions in Semantic Modeling Workspace and Query Lab.
Assistant / Agent builder: read Agent Tools and Action Discovery.
Governance user: use Policies, Approvals, and Execution Audit.
Plugin developer: start with Adapter Extensibility and Ontology in Plugin Scenarios.

When a step fails, use First Failure Troubleshooting and trace the first page state that is not ready.