企業級香港 PCPD 2024《人工智能：個人資料保障模範框架》預審工作站 — 採用 100% 決定性規則樹 (Rule-Based Regex Tree)，徹底消除大語言模型 (LLM) 機率型幻覺，為 HR 及法務團隊提供即時風險分流與邊界控制。
Enterprise pre-audit risk classification workstation implementing PCPD 2024 AI Protection Framework and ISO 42001 standards. Features deterministic decision engines, non-privacy domain refusal, and cryptographic audit hashing.
採用正規表達式與布林決策樹，徹底排除 LLM 生成式的隨機性與幻覺，為 PCPD 4 大領域與 60+ 核心段落提供確定的預審判定。
Eliminates probabilistic inference through rigid rule-based engines, ensuring zero hallucination for pre-audit risk classification.
精準偵測非私隱條例管轄範圍（如勞工法例、性別歧視、版權歸屬），自動觸發拒絕評估機制，維護管治審計的嚴謹性。
Hardcoded refusal mechanisms intercept out-of-scope inquiries to maintain legal precision and risk integrity.
每筆預審查詢即時生成對齊 ISO 42001 之 SHA-256 哈希值與 UTC 時間戳，確保企業內部 AI 評估紀錄具備不可篡改性與可審計性。
Generates unique SHA-256 audit hashes for every compliance check, supporting non-repudiation and ISO 42001 verification.
採用純 Session-Only 記憶體運算架構。用戶輸入之預審情境絕不儲存於任何硬碟或雲端資料庫，會話關閉即刻徹底銷毀。
Session-only in-memory processing. User scenarios are evaluated dynamically and destroyed instantly upon session closure.
系統僅接收管理情境描述，設計上徹底隔離個人識別資訊 (PII)。後台日誌僅儲存不可逆之 SHA-256 哈希值，完全對齊私隱條例。
Ingests scenario descriptions only, strictly isolating PII. Audit logs preserve privacy by storing cryptographic hashes only.