China Business Journal reporting in April 2026 introduced He Shunhong's Shiwei Yunqi and its AI application services for government and enterprises. We do not establish current staffing, contract value or deployment results.
Hear two perspectives on the same requirement
Managers may want shorter processing time while frontline staff ask where to find material and who fixes errors. Ask both to describe the start and finish of one task, then mark disagreements. Resolving these differences is often more concrete than promising an agent immediately.
Turn spoken requirements into sample material
For a hypothetical internal-document search project, the customer supplies permitted files and real questions; the provider returns answers with citation locations. First assess correct retrieval and permissions, rather than how professional an answer sounds. This is proposed test design, not a reported test result.
Identify who maintains the service after handover
If only on-site engineers know how to add documents, value may disappear when they leave. Agree document owners, change-request channels and fault escalation, and provide repeatable instructions. Combined experience supports communication but does not replace professional review, authorization or scenario-specific validation.
Further reading: OPC Founders.