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Lumada Industrial DataOps


Automate onboarding, integrating, contextualizing, transforming and governing IT and OT data for analysis and building productive AI and ML solutions.

Lumada Industrial DataOps accelerates IoT application assembly and enables enterprise-wide industrial data operations and information fusion.

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Automated data discovery and ML-driven classification of data across thousands of data sources stored in different formats where a manual approach is impossible.


Unlock the combined value of unifying IT and OT data to make major operations improvements using data cleansing, transformation, self-service and analytic solutions cores.


Automated data pipelines are established, and multiple transformations and inferences are calculated and orchestrated for you as part of the Industrial DataOps platform workflow.

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Lumada Industrial DataOps 产品组合

IIoT Core
An open and scalable core IoT platform foundation with edge IIoT protocol conversion, API integration, notification alerts and AI/ML applications hosting.
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IIoT Analytics
IIoT Analytics are toolkits and services to simplify Industrial IoT software solutions delivery using packaged Digital Twin, ML services and deployable models.
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Data Integration and Analytics
Launch Video 2:33 min
Data Integration and Analytics
Ingest, blend, cleanse and prepare ERP, MES, weather, and business application data. Orchestrate data flows anywhere. Pentaho technology delivers the solution.
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Data Catalog
Data catalog speeds data discovery for self-service analytics, compliance and data rationalization across your IT and OT data stores and Data Lakes.
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Hitachi Image-Based Inspection
Launch Video 1:15 min
Hitachi Image-Based Inspection
AI-driven image-based inspection automates defect detection for equipment assets to lower costs, reduce risks, and enhance worker safety.
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Video Intelligence
Harness the power of video - glean insights to your space that will drive impactful change and strong outcomes.
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“Pentaho Business Analytics allows us to expand the analytics capabilities of our solution and substantially improve the user experience.”

Martin Schwarzenberger

Team Leader, Development Software-Products (Analysis),  STIWA Group 

Read the Customer Story Read the Customer Story

“Connecting to our ERP and IT Systems is a big plus, allowing us to efficiently manage KPIs.”

Benjamin Weller

Controller, Hainbuch Workholding Technology

Read the Customer Story Read the Customer Story

“To extract hundreds of millions of data flows and transform them, you have to do a lot of work. Pentaho makes it easier.”

Dan Hopkinson

Dan Hopkinson

Head of Network and EMI Services

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Data Catalogs: Intelligence in the Modern Data Environment

Gartner Magic Quadrant for IIoT Platforms, 2021

Lumada Industrial DataOps - Solution Brief

IoT Analytics Blueprint

Leveraging Industrial DataOps for AI and IIoT Scalability


Improve Operational Efficiency With Predictive Maintenance, Big Data and IoT

Bridging the Industrial Worker Knowledge Gap with AI and Digital Twins

Demonstration Videos of Lumada Industrial DataOps Portfolio Capabilities for IoT and Industrial Data Management.  

Turning Industrial Companies Into Data-Driven Enterprises

Your Guide to Building a Digital Advantage in Industry

Gated Asset

Highly Productive Industrial IoT DataOps Case Studies

Experience the power of Lumada DataOps

Meet with an expert to see the full solution functionality including integration, profiling, optimization and analytics.
{ "FirstName": "名字", "LastName": "姓氏", "Email": "公司电子邮件:", "Title": "职位", "Company": "公司名称", "Address": "Address", "City": "City", "State":"State", "Country":"国家/地区", "Phone": "电话", "LeadCommentsExtended": "附加信息(可选)", "LblCustomField1": "What solution area are you wanting to discuss?", "ApplicationModern": "Application Modernization", "InfrastructureModern": "Infrastructure Modernization", "Other": "Other", "DataModern": "Data Modernization", "GlobalOption": "如果您在下方选择“是”,则表示您同意通过电子邮件接收有关 Hitachi Vantara 产品和服务的商业通讯。", "GlobalOptionYes": "是", "GlobalOptionNo": "否", "Submit": "提交", "EmailError": "Must be valid email.", "RequiredFieldError": "This field is required." }
{ "FirstName" : "请输入名字", "LastName" : "请输入姓氏", "Title" : "请输入职位", "Company" : "请输入公司名称", "City" : "请输入城市", "State" : "请输入状态", "Country" : "请输入国家", "Phone" : "请输入电话", "phoneforForm" : "请输入电话", "Email" : "请输入有效的公司电子邮件地址" }