TEEIA

Memorence Operagents™ 是專為製造現場人工工站設計的工業 AI 作業輔助軟體平台。不同於傳統僅在製程結束後進行品質檢測的系統，Operagents 將 AI 導入實際作業過程（During Operations），提供即時引導、SOP 查核、現場學習及數位追溯，協助企業提升作業品質與製造可靠度。

五大核心功能：

1. Guide｜AI 作業引導：結合企業標準作業程序（SOP），提供圖文與視覺化作業指引，協助人員依照正確流程完成作業。

2. Check｜AI 作業查核：透過機器視覺持續辨識作業過程中的零組件、組裝狀態及操作行為，查核 SOP 執行狀況，及時發現漏裝、錯裝或錯誤操作。

3. Learn｜現場即時學習：現場人員透過一次操作示範，即可讓 AI 學習新任務，典型學習時間約 3–10 分鐘。當人員與 AI 判斷不一致時，通常可於 1 分鐘內完成現場更新，適應產品及製程變化。

4. Trace｜數位作業履歷：記錄作業過程、AI 查核結果及相關影像資訊，建立可追溯的製造履歷，支援品質管理、異常分析與製程改善。

5. Manage｜系統管理：管理 AI 作業任務與工作站，支援多工站部署及持續維運。

部署與應用：

1. Operagents 採模組化軟體架構，可結合工業電腦、相機及顯示設備部署於既有人工工站，支援全地端運作，讓企業保有資料控制權。

2. 適用於工業電腦、電子組裝、精密設備及其他高度依賴人工操作的製造場域，尤其適合少量多樣、高變動及高可靠度要求的製造流程。

3. Operagents 讓 AI 不只是檢查產品，更能在作業過程中持續協助現場人員，實現 Reliable AI for the Physical World。

Memorence Operagents™ is an Industrial AI software platform designed to bring reliable AI assistance directly into manual manufacturing operations.

Unlike conventional systems focused primarily on end-of-line inspection, Operagents extends AI into the actual manufacturing process (During Operations), combining real-time guidance, SOP verification, onsite learning, and digital traceability.

Five Core Capabilities:

1. Guide — AI-Guided Operations: Provides visual and step-by-step guidance based on standard operating procedures (SOPs), helping frontline operators perform tasks correctly and consistently.

2. Check — AI Process Verification: Continuously analyzes manufacturing operations through machine vision, verifying assembly states, components, and operator actions to identify missing parts, incorrect assembly, and process deviations.

3. Learn — Onsite Instant Learning: Frontline operators can teach AI new tasks through a single demonstration, with typical learning completed in 3–10 minutes. When human and AI judgments differ, AI can typically be updated onsite in under one minute.

4. Trace — Digital Traceability: Records operational activities, visual evidence, and AI inspection results to support quality assurance, root-cause analysis, and manufacturing traceability.

5. Manage — System Management: Supports centralized management of AI tasks and workstations for scalable industrial deployment.

Deployment and Applications:

1. Operagents is a modular software platform compatible with industrial computers, cameras, and display devices. It supports fully on-premises deployment, allowing enterprises to retain control over their operational data.

2. The platform is designed for industrial computing, electronics assembly, precision equipment, and other high-reliability manufacturing environments, particularly those involving high-mix production, frequent changes, and manual operations.

3. By bringing AI directly into manufacturing processes, Operagents enables continuous operational assistance and adaptation — Reliable AI for the Physical World.