賦能企業的次世代 AI 解決方案 Next-Gen AI Solutions for Enterprise

將尖端 AI 技術 轉化為您的 核心競爭力 Transform Cutting-Edge AI Into Your Core Competency

專注於企業級客製化 AI 開發。從精準的 RAG 知識庫、專有模型微調 (Fine-tuning),到高度自主的 Agentic AI,我們為您設計並落地最適合的智能架構。 Specializing in enterprise-grade custom AI development. From precise RAG knowledge bases and proprietary model fine-tuning to highly autonomous Agentic AI, we design and deploy the intelligent architecture that fits you best.

客製化 AI 開發服務 Custom AI Development Services

不盲目追隨潮流,我們從您的實際業務痛點出發,挑選並整合最具效益的開源與商業模型技術。 We don't blindly follow trends. We start from your actual business pain points to select and integrate the most effective open-source and commercial AI technologies.

檢索增強生成 (RAG) Retrieval-Augmented Generation

整合企業內部文件、資料庫與 API,解決大型模型「幻覺」問題。打造高安全性、高準確度的專屬智能客服與內部知識庫系統。 Integrate internal documents, databases, and APIs to solve hallucination issues. Build highly secure and accurate proprietary smart assistants and knowledge bases.

  • 向量資料庫建置Vector DB Setup (Milvus, Pinecone)
  • 文件解析與 Chunking 最佳化Document Parsing & Chunking
  • 混合檢索 (Hybrid Search) 技術Hybrid Search Implementation

模型微調 (Fine-Tuning) Model Fine-Tuning

將您的領域專業知識注入模型深層。針對 Llama 3、Qwen 或其他開源模型進行參數微調,在特定任務上超越通用大模型,並確保資料不出境。 Inject domain expertise into models. Fine-tune open-source models (Llama 3, Qwen) to outperform generic models on specific tasks while keeping data entirely on-premise.

  • LoRA / QLoRA 高效微調LoRA / QLoRA Efficient Tuning
  • 企業專屬訓練資料集構建Enterprise Dataset Construction
  • 本地化部署與推理優化Local Deployment & Inference (vLLM)

代理型 AI (Agentic AI) Agentic AI

讓 AI 不只是「對話」,而是具備「行動力」。開發能自主規劃流程、調用外部工具 (API、網頁瀏覽、資料庫查詢) 來完成複雜任務的多智能體系統。 Give AI the power to act. Develop multi-agent systems capable of autonomous planning and tool usage (APIs, web browsing, DB queries) to accomplish complex tasks autonomously.

  • LangGraph 多 Agent 協作架構LangGraph Multi-Agent Architecture
  • MCP 協定整合Model Context Protocol (MCP)
  • 自動化工作流與 RPA 深度結合Workflow Automation & RPA Synergy

多模態 AI 應用 Multimodal AI Apps

整合視覺、語音與文本,開發能夠「看」、「聽」、「說」的全方位應用。涵蓋自動影片生成、影像分析與語音互動系統。 Integrate vision, voice, and text to develop all-around applications that can "see," "hear," and "speak." Covering automated video generation, image analysis, and voice interaction.

AI 戰略與安全顧問 Strategy & Security

協助企業評估 AI 導入的 ROI,制定 AI 治理政策,防範提示詞注入 (Prompt Injection) 等安全風險,確保系統合規與穩定。 Help enterprises evaluate AI ROI, establish governance policies, prevent risks like prompt injections, and ensure overall system compliance and robust security.

需要客製化解決方案? Need Custom Solutions?

我們根據您的具體需求,從零打造最具價值的 AI 架構。 We build the most valuable AI architecture from scratch based on your specific business requirements.

與工程師團隊對談 Talk to our Engineers

我們熟稔的技術生態系 Our Technology Ecosystem

OpenAI
LangChain
DeepSeek
Llama 3
Qwen
Ollama
PyTorch

AI 導入流程 Implementation Process

敏捷、安全且結果導向。我們不只寫程式,更確保技術能實際解決您的商業問題。 Agile, secure, and results-oriented. We don't just write code; we ensure our AI technology actively solves your real-world business problems.

1

需求探索與評估 Discovery & Assessment

了解業務流程、數據資產狀態,評估 AI 導入的可行性與預期效益。 Understand workflows and data assets to evaluate the feasibility and expected ROI of AI integration.

2

架構設計與 PoC Architecture & PoC

選擇合適的模型 (商業 API 或開源本地佈署) 並進行概念驗證 (PoC),確認技術可行性。 Select models (Commercial API or Local Open-source) and conduct Proof of Concept (PoC) to verify technical viability.

3

敏捷開發與微調 Agile Dev & Fine-Tuning

建置 RAG 管道、開發 Agent 邏輯或進行模型 Fine-tuning,並持續迭代優化。 Build RAG pipelines, develop Agent logic, or perform model Fine-tuning with continuous iterative optimization.

4

部署與知識轉移 Deployment & Handover

上線至企業環境 (雲端或地端),提供完整的技術文件與團隊培訓。 Deploy to enterprise environments (Cloud or On-premise), providing comprehensive tech docs and team training.

準備好引領您的產業了嗎? Ready to Lead Your Industry?

與我們的 AI 專家進行免費初步諮詢,了解如何透過生成式 AI、專屬模型或 Agentic 技術優化您的業務。 Schedule a free initial consultation with our AI experts to understand how Generative AI, Custom Models, or Agentic tech can optimize your business flow.