Agent-User
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HR & talent

Covers recruitment, training, performance, and organizational development end-to-end, freeing HR from transactional work to focus on strategic talent work.

↓ 74%
Screening time
↑ 41%
Role-fit score
↑ 22%
Employee satisfaction

Industry challenges

  • Resume screening is time-consuming, hard to respond in time when volume is high
  • JD writing quality varies
  • Employee training lacks personalization
  • Performance data collection and analysis is time-consuming
  • Employee development path is unclear

Agent-User solutions

Smart resume screening

JD + resume semantic match, auto-scoring, ranking, highlights and risk marking, supports multi-dimensional filtering.

Auto JD writing

Input job title + department + requirements, one-click generate structured JD, supports multi-version fine-tuning.

Onboarding assistant

Onboarding workflow guidance, rules and policies explanation, office system account request automation, significantly improved new hire experience.

Employee development assistant

Employee skills + interests + development intentions, smartly recommend training courses, job rotation, and mentor matching.

Agents involved

Recruitment agentJD writing assistantOnboarding agentEmployee development agent

Case study note

Applicable to HR departments of large enterprises and internet companies, covering campus recruiting, social recruiting, and internal promotion scenarios.

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