HR & People Ops
Five use cases for HR teams, people ops leaders, and talent platforms. Each example brings structured reasoning to the human decisions that are often the hardest to make consistently.
| Use Case | Patterns | Integration |
|---|---|---|
| Performance Review Assistant | RubricDesigner + FeedbackComposer + FormativeAssessmentFramework | Blueprint |
| Job Description & Candidate Evaluation | ComparativeAnalyzer + RiskAssessor + AudienceAdapter | LangChain |
| Conflict & Mediation Support | ConflictResolver + MoralDilemmaResolver + StakeholderMapper | Raw Context + quality gate |
| Learning & Development Path | ScaffoldingFramework + SpacedRepetitionOptimizer + CognitiveLoadManager | AutoGen coaching loop |
| Culture & Org Health Analysis | FeedbackLoopIdentifier + SWOTAnalyzer + SystemArchetypeAnalyzer | CrewAI diagnostic crew |