Judge & own
Own business definitions, approve sensitive uses and resolve material exceptions.
YaoVector / Capability
Operating Knowledge & Data Foundation
Organise customers, products, opportunities, orders and operating measures into a governed, traceable fact layer shared by teams and agents.
Discuss your use case01 / Workflow
Core workflow
A capability becomes useful only when it operates as part of everyday work.
- 01
Define operating entities
Align business meaning and ownership for customers, products, opportunities, orders and measures.
- 02
Connect trusted sources
Preserve provenance, freshness, access and quality state instead of presenting uncertain data as fact.
- 03
Assemble usable context
Provide permission-aware structured context for analysis, decisions and agent tasks.
02 / Responsibility
People, agent and system roles
Explicit accountability matters more than maximal automation.
Interpret & act
Detect conflicts, enrich context and produce source-grounded operating insight.
Control & record
Enforce identity, permissions, lineage, versioning and audit controls.
03 / Functions
Core functions
- Operating entity and metric dictionary
- Knowledge provenance, citation and version tracking
- Layered permissions and data quality rules
- Task-oriented retrieval and context assembly
04 / Connections
Data and system connections
05 / Measures
Measure operating value
Definitions are baselined in the engagement; these are measurement dimensions, not unverified outcome claims.
Critical-field completeness
Required data coverage for the target workflow
Definition conflict lead time
Time from detection to an agreed operating definition
Source-grounded answer rate
Share of team and agent outputs with traceable evidence
Next step
Start with one high-value workflow
We first examine the outcome, current workflow, data conditions and accountability before deciding whether this capability warrants validation.
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