Partnership path

From discovery to continuous expansion

We walk enterprises through a practical path: identify high-value scenarios, then complete design, security, and data understanding, validate value, and move into live operations.

  1. 01 Business discovery
  2. 02 Solution design
  3. 03 Contract and security confirmation
  4. 04 Data understanding
  5. 05 Scenario validation
  6. 06 System rollout
  7. 07 Continuous expansion

Business discovery

Clarify the problem and find high-value scenarios

Understand goals, current processes, and core challenges. Together we identify the most valuable directions, target scenarios, and expected outcomes.

  • Business need
  • Scenario identification
  • Value goals

Solution design

Build a path around the business scenario

Analyze required data, business objects, processes, and technical path, then design the end-to-end plan from data access and ontology to intelligent applications.

  • Scenario planning
  • Data analysis
  • Solution design

Contract and security confirmation

Set the foundation for data security and delivery

Confirm scope, plan, services, and responsibilities. Sign the project contract and NDA, defining data use, security requirements, and working norms.

  • Contract
  • Confidentiality
  • Security confirmation

Data understanding

Connect enterprise data and build business cognition

Ingest required sources. With AI-assisted analysis and FDE calibration, understand structure, objects, relationships, and logic as the base for intelligent applications.

  • Data access
  • AI understanding
  • FDE calibration

Scenario validation

Prove value on real data

Around a concrete business problem, build ontology, Skill, and Agent prototypes and validate analytic capability and business value on real data.

  • Ontology
  • Skill
  • Agent
  • Value validation

System rollout

Move from validation into live operations

Complete data connections, business models, process configuration, permissions, and application capabilities so intelligence runs inside real operations.

  • Platform deployment
  • Process integration
  • Business application

Continuous expansion

Grow from one scenario into an enterprise intelligence system

Turn connections, ontology, Skills, Workflows, and Agents accumulated in the project into reusable capabilities, then expand to more scenarios.

  • Capability reuse
  • Scenario replication
  • Continuous evolution