Unified Lakehouse Storage統一湖倉儲存

Native storage engine with ACID transactions, time travel, and schema evolution. Virtual Table mechanism supports flexible and extensible storage options.

原生儲存引擎，支援 ACID 事务、時間旅行和 Schema 演進。虛擬表機制支援靈活可擴展的儲存選項。

Real-time Streaming即時流處理

Kafka Connect, CDC, Spark Streaming, and Bulk Loaders for ingesting millions of events per second with exactly-once semantics.

Kafka Connect、CDC、Spark Streaming 和批次載入器，每秒攝入數百萬事件，支援精确一次語意。

Data Governance資料治理

Built-in data catalog, lineage tracking, access control (RBAC), data quality monitoring, and audit logging.

內建資料目錄、血緣追踪、存取控制（RBAC）、資料品質監控和稽核日誌。

Agile BI敏捷 BI

Interactive dashboards, drag-and-drop visualization builder, and self-service analytics for business users.

交互式儀表板、拖拽式視覺化建構器，為業務用户提供自助分析能力。

Data Science Studio資料科學工作室

Jupyter-compatible notebooks with support for Python, R, Scala, and SQL. Integrated with feature store and model registry.

兼容 Jupyter 的筆記本，支援 Python、R、Scala 和 SQL。與特徵儲存和模型註冊表整合。

ML IntegrationML 整合

Native ML runtime, feature store, model registry, and MLflow integration. Train and deploy models directly on platform data.

原生 ML 執行時、特徵儲存、模型註冊表和 MLflow 整合。直接在平台資料上訓練和部署模型。

1. Conversational Interface1. 對話式界面

ChatGPT-style InteractionChatGPT 式交互

Intuitive chat interface for natural language queries in English, Chinese, and other languages. Ask questions, get answers, visualizations, and actionable insights without writing code. Maintains conversation context for follow-up questions and iterative exploration.

直观的聊天界面，支援中英文等多語言自然語言查詢。無需編寫代码即可提問、獲取答案、視覺化和可操作洞察。保持對話上下文，支援後續問題和迭代探索。

2. RAG Knowledge Base2. RAG 知識庫

Retrieval-Augmented Generation檢索增强生成

Enterprise knowledge base powered by RAG technology. Ingest documents, manuals, SOPs, and domain knowledge to provide accurate, context-aware responses. Vector embeddings enable semantic search across unstructured content with real-time retrieval.

由 RAG 技术驅動的企業知識庫。攝入文件、手册、SOP 和領域知識，提供準確、上下文感知的回應。向量嵌入支援非結構化内容的語意搜尋和即時檢索。

3. Data Agent3. 資料智慧代理

Context & Domain Model Awareness上下文與領域模型感知

Intelligent data agent that deeply understands your data context, schema relationships, and domain-specific data models. Automatically generates accurate SQL, performs multi-step reasoning, and executes complex analytical workflows with full data lineage awareness.

智慧資料代理深度理解資料上下文、Schema 關係和領域特定資料模型。自動生成準確的 SQL，執行多步推理，在完整資料血緣感知下執行複雜分析工作流。

4. Plugin/MCP Architecture4. 外掛/MCP 架構

Extensibility & Integration可擴展性與整合

Open plugin architecture based on Model Context Protocol (MCP) for seamless extensibility. Connect to external tools, APIs, and enterprise systems. Build custom capabilities while maintaining security and governance controls across all integrations.

基于模型上下文協議（MCP）的開放外掛架構，實現無縫擴展。連結外部工具、API 和企業系統。建構自訂能力，同時在所有整合中保持安全和治理控制。

Intelligent Query Optimization智慧查詢最佳化

AI-powered query analysis that suggests indexes, rewrites inefficient queries, and automatically tunes performance.

AI 驅動的查詢分析，建議索引，重寫低效查詢，自動調優性能。

Automated Insight Discovery自動洞察發現

Proactively surfaces anomalies, trends, and patterns in your data. Get alerted to important changes before they become problems.

主動發現資料中的異常、趨勢和模式。在問題發生前获得重要變化的警報。

Multi-modal Analysis多模态分析

Analyze images, documents, and sensor data alongside structured data. Perfect for manufacturing quality control.

結合結構化資料分析影像、文件和感測器資料。非常適合製造業品質控制。

🎯 Self-Service Analytics自助分析

"Show me yield by equipment for last month, compared to target, and highlight any equipment below 95%"

"顯示上個月按設備劃分的良率，與目標比較，並醒目標示顯示低于 95% 的設備"

→ Generates SQL, creates visualization, adds commentary→ 生成 SQL，建立視覺化，添加註解

🔍 Root Cause Analysis根因分析

"Why did our yield rate drop on production line 3 last Tuesday afternoon?"

"為什麼上周二下午 3 號生產線的良率下降了？"

→ Correlates sensor data, identifies anomalies, suggests causes→ 關聯感測器資料，辨識異常，建議原因

📊 Report Automation報表自動化

"Generate a weekly executive summary of key manufacturing metrics and email it every Monday"

"生成關鍵製造指標的每周高管摘要，每周一通過郵件發送"

→ Creates automated pipeline, schedules delivery→ 建立自動化管線，排程交付

🤖 Predictive Maintenance預測性維護

"Alert me when any equipment shows signs of potential failure in the next 48 hours"

"當任何設備在未來 48 小時内顯示潜在故障跡象時提醒我"

→ Deploys ML model, sets up real-time monitoring→ 部署 ML 模型，設定即時監控

On-Premises地端部署

Full data sovereignty and compliance with air-gap requirements. Leverage existing infrastructure.

完全資料主权，符合物理隔離要求。充分利用現有基礎設施。

• Complete data control
• Air-gap compatible
• Custom hardware optimization

• 完全資料控制
• 物理隔離兼容
• 自訂硬件最佳化

Private Cloud私有雲

Run on VMware, OpenStack, or Kubernetes with cloud-like elasticity while maintaining isolation.

在 VMware、OpenStack 或 Kubernetes 上執行，享受類似雲的彈性，同時保持隔離。

• Elastic scaling
• Network isolation
• Existing infra integration

• 彈性擴展
• 網路隔離
• 現有基礎設施整合

Public Cloud公有雲

Deploy on AWS, Azure, GCP, Alibaba Cloud, Huawei Cloud, or Tencent Cloud. Take advantage of managed services and global scale.

部署在 AWS、Azure、GCP、阿里雲、華為雲或騰訊雲上。利用代管服務和全球規模。

• Managed infrastructure
• Global availability
• Pay-as-you-go pricing

• 代管基礎設施
• 全球可用性
• 按需付费

🏭 Digital Manufacturing Transformation數位化製造轉型

Consolidate data from ERP, MES, PLM, and shop floor systems into a single platform. Enable real-time visibility and data-driven decision making.

將 ERP、MES、PLM 和车間系統的資料整合到單一平台。實現即時可見性和資料驅動決策。

• Unified data layer for all manufacturing systems
• Real-time production monitoring dashboards
• Predictive maintenance and quality analytics
• Supply chain optimization

• 所有製造系統的統一資料層
• 即時生產監控儀表板
• 預測性維護和品質分析
• 供應鏈最佳化

🔄 Legacy Data Warehouse Replacement傳統資料倉儲替換

Migrate from expensive legacy data warehouses to LongDB with lower TCO and better performance for modern workloads.

从昂貴的傳統資料倉儲遷移到 LongDB，以更低的 TCO 和更好的性能支援現代工作負載。

• 60%+ cost reduction vs legacy systems
• Automated schema migration tools
• SQL compatibility for smooth transition
• Parallel operation during migration

• 相比傳統系統成本降低 60% 以上
• 自動化 Schema 遷移工具
• SQL 兼容性確保平滑過渡
• 遷移期間並行執行

📡 IoT & Sensor AnalyticsIoT 與感測器分析

Process millions of sensor readings per second from manufacturing equipment, environmental monitors, and connected devices.

每秒處理來自製造設備、環境監測器和聯網設備的數百萬感測器讀數。

• Sub-second streaming ingestion
• Time-series optimized storage
• Real-time anomaly detection
• Edge-to-cloud data pipeline

• 亚秒級流式攝入
• 時序最佳化儲存
• 即時異常偵測
• 邊緣到雲資料管線

🏥 Precision Healthcare精准醫療

Integrate clinical data, genomics, imaging, and real-world evidence for precision medicine research and clinical decision support.

整合臨床資料、基因组學、影像和真實世界證據，用于精准医學研究和臨床決策支援。

• Multi-modal data integration
• HIPAA-compliant security
• ML-ready feature engineering
• Federated learning support

• 多模态資料整合
• HIPAA 合規安全
• ML 就緒特徵工程
• 聯邦學習支援

SEMICONDUCTOR FAB半導體晶圓厂

Faster Root Cause Analysis根因分析速度提升

Unified data access enables engineers to investigate defect patterns in minutes instead of hours, accelerating time-to-resolution.

統一資料存取使工程师能够在分钟内而非數小時内調查缺陷模式，加速問題解決。

DISPLAY MANUFACTURER顯示器製造商

Reduction in Data Pipeline Complexity資料管線複雜度降低

Eliminated ETL jobs between operational and analytical systems, reducing maintenance burden and data latency.

消除營運系統與分析系統之間的 ETL 作業，降低維護負擔和資料延遲。

PRECISION MANUFACTURING精密製造

Lower Infrastructure Costs基礎設施成本降低

Consolidated multiple data systems into a single platform, reducing licensing, hardware, and operational overhead.

將多個資料系統整合到單一平台，減少授權、硬件和運維開銷。

🎯 End-to-End Platform端到端平台

Unlike competitors that require cobbling together multiple products, LongDB provides a complete, integrated solution from ingestion to insight.

不同于需要拼凑多個產品的競爭對手，LongDB 提供从資料攝取到洞察的完整整合解決方案。

• No need for separate ETL tools
• Built-in BI and visualization
• Integrated Data Science Studio & ML
• Single vendor, single contract

• 無需單獨的 ETL 工具
• 內建 BI 和視覺化
• 整合資料科學工作室與 ML
• 單一供應商，單一合同

☁️ True Hybrid Cloud真正的混合雲

Deploy anywhere—on-premises, private cloud, or public cloud—with the same platform, APIs, and user experience.

任意部署——地端、私有雲或公有雲——相同的平台、API 和用户體驗。

• Air-gap deployment for security
• Data sovereignty compliance
• Burst to cloud for peak loads
• Consistent ops across environments

• 物理隔離部署保障安全
• 資料主权合規
• 峰值負載彈性擴展到雲
• 跨環境一致運維

🏭 Manufacturing DNA製造業基因

Built by a team with deep expertise in semiconductor and high-tech manufacturing. Pre-built solutions for common industry challenges.

由在半導體和高科技製造業擁有深厚專業知識的團隊打造。针對常見業界挑戰的預置解決方案。

• Semiconductor analytics templates
• MES/ERP connectors (SAP, Oracle)
• Quality and yield models
• Industry-specific training & support

• 半導體分析模板
• MES/ERP 連結器（SAP、Oracle）
• 品質和良率模型
• 業界特定培训與支援

💰 Superior TCO卓越的 TCO

Achieve 60%+ cost savings compared to legacy data warehouses and competitive cloud platforms.

相比傳統資料倉儲和競爭雲平台，實現 60% 以上的成本節省。

• Competitive licensing
• Efficient resource utilization
• Reduced integration costs
• Lower operational overhead

• 有競爭力的授權定价
• 高效資源利用
• 降低整合成本
• 更低運維開銷

🎯 Vision願景

To become the world's leading data intelligence platform for manufacturing, empowering enterprises across Asia and globally to transform data into competitive advantage through unified lakehouse architecture and AI-native capabilities.

成為全球領先的製造業資料智慧平台，通過統一湖倉架構和 AI 原生能力，賦能亞洲及全球企業將資料轉化為競爭優勢。

🚀 Mission使命

To deliver an end-to-end data platform that eliminates complexity, reduces costs, and accelerates time-to-insight for manufacturing and high-tech enterprises—making enterprise-grade data intelligence accessible to all.

提供端到端資料平台，消除複雜性、降低成本、加速製造業和高科技企業的洞察時間——让企業級資料智慧觸手可及。

SupraBrain 2.0SupraBrain 2.0

Enhanced agentic capabilities with multi-agent orchestration, agent workspace for collaborative workflows, multi-step reasoning, and improved NL-to-SQL accuracy. Integration with GPT, Claude, Gemini, Qwen, and DeepSeek.

增强的智慧代理能力，支援多智慧代理協同、智慧代理工作空間、多步推理和改進的自然語言轉 SQL 準確性。與 GPT、Claude、Gemini、Qwen 和 DeepSeek 整合。

Fusion Vector Search & Enhanced RAG融合向量搜尋與增强 RAG

Fusion vector database integration combining dense and sparse retrieval for superior semantic search. Enhanced RAG with hybrid search, re-ranking, and multi-modal document understanding for enterprise AI applications.

融合向量資料庫整合，結合稠密和稀疏檢索實現卓越的語意搜尋。增强的 RAG 支援混合搜尋、重排序和多模态文件理解，賦能企業級 AI 應用。

Multi-Cloud Federation多雲聯邦

Query data across multiple cloud providers and on-premises deployments with a single SQL interface. True hybrid cloud with unified governance.

通過單一 SQL 接口查詢多個雲供應商和地端部署的資料。真正的混合雲統一治理。

Industry Solutions業界解決方案

Pre-packaged solutions for semiconductor, automotive, and high-end manufacturing with domain-specific data models, dashboards, and ML models.

為半導體、汽車和高階製造業預置的解決方案，包含領域特定資料模型、儀表板和 ML 模型。

🌏 Asia-First Strategy亞洲優先策略

Deep focus on Greater China, Taiwan, Korea, and Southeast Asia where manufacturing drives economic growth. Local teams, local language support, and partnerships with regional system integrators.

深耕大中华區、台湾、韩国和东南亚等製造業驅動經濟增長的地區。地端團隊、地端語言支援以及與區域系統整合商的合作。

🏭 Vertical Focus垂直領域專注

Concentrated expertise in semiconductor, display, and high-tech manufacturing. Build reference architectures and proof points that resonate with industry-specific challenges.

專注于半導體、顯示器和高科技製造業。建構與業界特定挑戰產生共鳴的参考架構和驗證案例。

🤝 Partner Ecosystem合作伙伴生態

Strategic partnerships with cloud providers (AWS, Azure, GCP, Alibaba, Tencent, Huawei), system integrators, and technology vendors to extend reach and deliver comprehensive solutions.

與雲端供應商（AWS、Azure、GCP、阿里巴巴、騰訊、華為）、系統整合商和技術供應商的策略合作，擴大覆蓋範圍並提供全面解決方案。