Unified Lakehouse Storage统一湖仓存储

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

原生存储引擎，支持 ACID 事务、时间旅行和 Schema 演进。虚拟表机制支持灵活可扩展的存储选项。

Real-time Streaming实时流处理

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

Kafka Connect、CDC、Spark Streaming 和批量加载器，每秒摄入数百万事件，支持精确一次语义。

Data Governance数据治理

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

内置数据目录、血缘追踪、访问控制（RBAC）、数据质量监控和审计日志。

Agile BI敏捷 BI

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

交互式仪表盘、拖拽式可视化构建器，为业务用户提供自助分析能力。

Data Science Studio数据科学工作室

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

兼容 Jupyter 的笔记本，支持 Python、R、Scala 和 SQL。与特征存储和模型注册表集成。

ML IntegrationML 集成

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

原生 ML 运行时、特征存储、模型注册表和 MLflow 集成。直接在平台数据上训练和部署模型。

1. Conversational Interface1. 对话式界面

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，支持中英文等多语言自然语言查询。无需编写代码即可提问、获取答案、可视化和可操作洞察。保持对话上下文，支持后续问题和迭代探索。

2. RAG Knowledge Base2. RAG 知识库

Retrieval-Augmented Generation检索增强生成

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 技术驱动的企业知识库。摄入文档、手册、SOP 和领域知识，提供准确、上下文感知的响应。向量嵌入支持非结构化内容的语义搜索和实时检索。

3. Data Agent3. 数据智能体

Context & Domain Model Awareness上下文与领域模型感知

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.

智能数据代理深度理解数据上下文、Schema 关系和领域特定数据模型。自动生成准确的 SQL，执行多步推理，在完整数据血缘感知下执行复杂分析工作流。

4. Plugin/MCP Architecture4. 插件/MCP 架构

Extensibility & Integration可扩展性与集成

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.

基于模型上下文协议（MCP）的开放插件架构，实现无缝扩展。连接外部工具、API 和企业系统。构建自定义能力，同时在所有集成中保持安全和治理控制。

Intelligent Query Optimization智能查询优化

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

AI 驱动的查询分析，建议索引，重写低效查询，自动调优性能。

Automated Insight Discovery自动洞察发现

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

主动发现数据中的异常、趋势和模式。在问题发生前获得重要变化的警报。

Multi-modal Analysis多模态分析

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

结合结构化数据分析图像、文档和传感器数据。非常适合制造业质量控制。

🎯 Self-Service Analytics自助分析

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

"显示上个月按设备划分的良率，与目标对比，并高亮显示低于 95% 的设备"

→ Generates SQL, creates visualization, adds commentary→ 生成 SQL，创建可视化，添加注释

🔍 Root Cause Analysis根因分析

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

"为什么上周二下午 3 号生产线的良率下降了？"

→ Correlates sensor data, identifies anomalies, suggests causes→ 关联传感器数据，识别异常，建议原因

📊 Report Automation报表自动化

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

"生成关键制造指标的每周高管摘要，每周一通过邮件发送"

→ Creates automated pipeline, schedules delivery→ 创建自动化管道，调度交付

🤖 Predictive Maintenance预测性维护

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

"当任何设备在未来 48 小时内显示潜在故障迹象时提醒我"

→ Deploys ML model, sets up real-time monitoring→ 部署 ML 模型，设置实时监控

On-Premises本地部署

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

完全数据主权，符合物理隔离要求。充分利用现有基础设施。

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

• 完全数据控制
• 物理隔离兼容
• 自定义硬件优化

Private Cloud私有云

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

在 VMware、OpenStack 或 Kubernetes 上运行，享受类似云的弹性，同时保持隔离。

• Elastic scaling
• Network isolation
• Existing infra integration

• 弹性扩展
• 网络隔离
• 现有基础设施集成

Public Cloud公有云

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、阿里云、华为云或腾讯云上。利用托管服务和全球规模。

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

• 托管基础设施
• 全球可用性
• 按需付费

🏭 Digital Manufacturing Transformation数字化制造转型

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

将 ERP、MES、PLM 和车间系统的数据整合到单一平台。实现实时可见性和数据驱动决策。

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

• 所有制造系统的统一数据层
• 实时生产监控仪表盘
• 预测性维护和质量分析
• 供应链优化

🔄 Legacy Data Warehouse Replacement传统数据仓库替换

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

从昂贵的传统数据仓库迁移到 LongDB，以更低的 TCO 和更好的性能支持现代工作负载。

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

• 相比传统系统成本降低 60% 以上
• 自动化 Schema 迁移工具
• SQL 兼容性确保平滑过渡
• 迁移期间并行运行

📡 IoT & Sensor AnalyticsIoT 与传感器分析

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

每秒处理来自制造设备、环境监测器和联网设备的数百万传感器读数。

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

• 亚秒级流式摄入
• 时序优化存储
• 实时异常检测
• 边缘到云数据管道

🏥 Precision Healthcare精准医疗

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

整合临床数据、基因组学、影像和真实世界证据，用于精准医学研究和临床决策支持。

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

• 多模态数据集成
• HIPAA 合规安全
• ML 就绪特征工程
• 联邦学习支持

SEMICONDUCTOR FAB半导体晶圆厂

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.

统一数据访问使工程师能够在分钟内而非数小时内调查缺陷模式，加速问题解决。

DISPLAY MANUFACTURER显示器制造商

Reduction in Data Pipeline Complexity数据管道复杂度降低

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

消除运营系统与分析系统之间的 ETL 作业，降低维护负担和数据延迟。

PRECISION MANUFACTURING精密制造

Lower Infrastructure Costs基础设施成本降低

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

将多个数据系统整合到单一平台，减少许可、硬件和运维开销。

🎯 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.

不同于需要拼凑多个产品的竞争对手，LongDB 提供从数据摄入到洞察的完整集成解决方案。

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

• 无需单独的 ETL 工具
• 内置 BI 和可视化
• 集成数据科学工作室与 ML
• 单一供应商，单一合同

☁️ True Hybrid Cloud真正的混合云

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

随处部署——本地、私有云或公有云——相同的平台、API 和用户体验。

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

• 物理隔离部署保障安全
• 数据主权合规
• 峰值负载弹性扩展到云
• 跨环境一致运维

🏭 Manufacturing DNA制造业基因

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

由在半导体和高科技制造业拥有深厚专业知识的团队打造。针对常见行业挑战的预置解决方案。

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

• 半导体分析模板
• MES/ERP 连接器（SAP、Oracle）
• 质量和良率模型
• 行业特定培训与支持

💰 Superior TCO卓越的 TCO

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

相比传统数据仓库和竞争云平台，实现 60% 以上的成本节省。

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

• 有竞争力的许可定价
• 高效资源利用
• 降低集成成本
• 更低运维开销

🎯 Vision愿景

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.

成为全球领先的制造业数据智能平台，通过统一湖仓架构和 AI 原生能力，赋能亚洲及全球企业将数据转化为竞争优势。

🚀 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.

提供端到端数据平台，消除复杂性、降低成本、加速制造业和高科技企业的洞察时间——让企业级数据智能触手可及。

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.

增强的智能体能力，支持多智能体协同、智能体工作空间、多步推理和改进的自然语言转 SQL 准确性。与 GPT、Claude、Gemini、Qwen 和 DeepSeek 集成。

Fusion Vector Search & Enhanced RAG融合向量搜索与增强 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.

融合向量数据库集成，结合稠密和稀疏检索实现卓越的语义搜索。增强的 RAG 支持混合搜索、重排序和多模态文档理解，赋能企业级 AI 应用。

Multi-Cloud Federation多云联邦

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

通过单一 SQL 接口查询多个云提供商和本地部署的数据。真正的混合云统一治理。

Industry Solutions行业解决方案

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

为半导体、汽车和高端制造业预置的解决方案，包含领域特定数据模型、仪表盘和 ML 模型。

🌏 Asia-First Strategy亚洲优先战略

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.

深耕大中华区、台湾、韩国和东南亚等制造业驱动经济增长的地区。本地团队、本地语言支持以及与区域系统集成商的合作。

🏭 Vertical Focus垂直领域专注

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

专注于半导体、显示器和高科技制造业。构建与行业特定挑战产生共鸣的参考架构和验证案例。

🤝 Partner Ecosystem合作伙伴生态

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

与云提供商（阿里巴巴、腾讯、AWS）、系统集成商和技术供应商的战略合作，扩大覆盖范围并提供全面解决方案。