愛普雲科技股份有限公司

1. Core Focus & Vision: Our company is founded on AI Agent and AI Vision technologies, aiming to integrate our framework into various industry supply chains. We see this akin to a human having hands, feet, and eyes. We view the relationship between humans and AI, and AI and humans, as a collaborative partnership. We are focusing on three main areas: Perception, Action, and Cognition (Thinking). Through these three areas, we empower our core algorithms and expand our own platform. 2. Business Units (BUs) & Key Offerings: BU1: AI Agent (Intelligent Agent Technology): We develop highly autonomous AI Agents capable of complex decision-making and collaboration, simulating human thought in diverse environments. Our current focus includes an AI-driven credit assessment platform for Taiwanese SMEs, addressing financing challenges due to opaque data. This platform features multi-modal data intelligent scoring (LLM-based text analysis), a deep learning/LLM-fusion risk control model (>92% accuracy with CNN, LSTM, GNN), and an adaptive financing matching system (reducing assessment cycles from 30 to 3 days using reinforcement learning). BU2: AI Vision (Computer Vision Technology): We leverage advanced computer vision algorithms for precise perception and understanding, providing intelligent insights into the real world. Our core technology serves as a vision algorithm provider for abdominal ultrasound, specializing in early and accurate detection and characterization of lesions (e.g., tumors, stones). This addresses a critical clinical need for improved diagnostic accuracy and reduced misdiagnoses, offering significant commercial potential in healthcare. 3. Overall Impact: The AI Agent and AI Vision mentioned above respectively represent Action and Perception; we are starting with these two to help various industries establish their datasets. This approach aims to achieve our ultimate mission: establishing a mutually beneficial and harmonious relationship between AI and humanity. 1. 核心焦點： 本公司立基於 AI Agent (AI Agent) 和 AI 視覺 (AI Vision) 技術，旨在將我們的框架整合到各個產業供應鏈中。就像是人有手有腳有眼。我們把人類跟AI，以及AI跟人類看成是合作關係，我們正在三個主要部份：感知、行動、思維。這三個部分著手，授權我們核心算法，以及擴建我們自己的平台。 2. 業務部門 (BUs) 與關鍵服務： BU1: AI Agent： 我們致力於開發高自主的 AI Agent。這些agent被設計成具備先進的決策與協作能力，旨在複雜的營運環境中模擬並最終超越人類的思維與行動模式。 我們目前正積極為台灣中小企業建置一個由 AI-driven的信用評估平台，以解決因數據不透明所導致的各項金融行為的挑戰。此平台具備多模態數據智慧評分（基於大型語言模型 LLM 進行文本分析）、深度學習與 LLM 融合的風險控制模型（結合 LLM 與 CNN、LSTM、GNN，準確度超過 92%），以及一個自適應再強化自學習系統（利用強化學習將評估週期從 30 天縮短至 3 天）。 BU2: AI Vision： 我們的專業在於運用尖端電腦視覺演算法。這賦予系統無與倫比的精準感知、識別與理解能力，促進對現實世界的無縫且智慧的洞察。 我們的核心技術是腹部超音波病灶偵測與特徵分析的核心視覺演算法供應商。我們的核心技術聚焦於早期、準確地發現和判斷腹部病灶（如腫瘤、結石等）。這方面的良惡性判斷和早期檢測，對於臨床決策至關重要。這直接關係到患者的生命健康，因此具有龐大的臨床需求和潛在的商業價值。各醫療機構都迫切需要提高診斷的準確性，減少漏診和誤診，而 AI 在這方面能提供顯著的幫助。 3. 整體影響： 上面說的AI Agnet跟AI Vision就分別代表行動跟感知，我們先由這兩個開始，幫助各個產建立資料集，以達到在使命說的最終極目標- 建立 AI 與人類的互助共榮關係。利用先進的 AI 技術提升效率、準確性，並最終促進人類福祉。