Next-Gen HR Tech & AI Governance | 企業級招聘初篩與勝任力評估系統

慧聘 · 智析官
TalentScout AI

融合 5 大 HR 招聘科學理論(冰山模型、MECE 原則、STAR & BARS 面試量規)與香港在地化動態產業關聯矩陣 (Dynamic Industry Matrix)。具備 Log-TF 權重運算、DEI 多元包容防偏誤審查與 ISO 42001 可解釋性日誌。

Enterprise AI ATS screening and competency assessment platform featuring localized domain knowledge graphs, Log-TF TF-IDF scoring, forced evidence anchoring, and ISO 42001 algorithm explainability logs.

Core Tech & Frameworks: hr-tech ats-screening rag iso-42001 privacy-by-design zero-data-retention human-in-the-loop

Key Capabilities / 核心特色

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動態產業圖譜矩陣
Dynamic Industry Matrix RAG

內建香港 6 大核心產業生態與跨界聯動規則(地產/基建、金融/Web3、零售/電商物流等),透過 Log-TF 權重算術精準識別跨行業人才價值。
Eliminates industry silos using Log-TF weighted matching and localized ecosystem graphs.

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冰山模型與 MECE 年資精算
Iceberg & MECE Calculation

拆解水面上硬技能與水面下勝任力,精算全職經歷總年資。配合「強制證據錨定」,面試題必須引述 CV 具體實例而非罐頭問句。
Ensures strict chronological math and forces STAR interview questions to anchor directly in real achievements.

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ISO 42001 可解釋性日誌
Explainability Log & DEI

提供透明的演算法匹配軌跡與 DEI 防偏誤審查,並支援 HR 人機協同 (HITL) 動態校正,符合高風險 AI 系統管理標準。
Provides transparent decision logs and DEI bias mitigation, aligning with ISO 42001 AI governance standards.

🛡️ Privacy-by-Design & Data Security

🔒 零數據留存 (Zero Data Retention / ZDR)

採用純 Session-Only 記憶體運算架構。履歷(CV)與 JD 內容僅在當次會話中處理,瀏覽器關閉或重整即刻物理銷毀。
In-memory processing only. All documents and assessment histories are immediately purged upon session reset.

🔒 企業自備金鑰模式 (BYOK Support)

支援企業傳入獨立 API Key (OpenAI, DeepSeek, Gemini),資料不留存於中間伺服器,讓企業擁有全權資安自主力。
Supports Bring-Your-Own-Key deployment, allowing organizations full oversight over their API quotas and data governance.