Generated by All in One SEO Pro v4.9.10, this is an llms.txt file, used by LLMs to index the site. # Pentaho ## Sitemaps - [XML Sitemap](https://pentaho.com/sitemap.xml): Contains all public & indexable URLs for this website. ## Pages - [Pentaho Home](https://pentaho.com/) - Modular and enterprise-ready, Pentaho simplifies complex data workflows across cloud, hybrid, and on-prem environments—making your data fit, fast, and trusted. - [Video Hub](https://pentaho.com/video-hub/) - Browse the Pentaho Video Hub for technical tutorials, product demonstrations, and webinars focused on data integration, business analytics, and platform features. - [Pentaho News](https://pentaho.com/pentaho-news/) - Stay informed with the latest news, press releases, and announcements from Pentaho. Explore updates on product innovations, company milestones, and partnerships. - [Pentaho Pricing](https://pentaho.com/pentaho-pricing/) - Explore Pentaho pricing and subscription plans. Learn about available licensing options for data integration, analytics, and enterprise-grade software solutions. - [Insights](https://pentaho.com/insights/) - [Partner Directory](https://pentaho.com/partner-directory/) - Search the Pentaho Partner Directory to find certified partners and service providers. Locate global experts specializing in Pentaho solutions and implementations. - [Manufacturing](https://pentaho.com/manufacturing/) - Explore Pentaho manufacturing solutions for data integration, analytics, and real-time insights to improve operations, efficiency, and decision-making. - [Pentaho Platform](https://pentaho.com/pentaho-platform/) - Explore the Pentaho platform for end-to-end data integration and business analytics. Scalable solutions for modern data pipelines and informed decision-making. - [Powering AI Through Data-Fit Foundations](https://pentaho.com/powering-ai-through-data-fit-foundations/) - Establish a data-fit foundation with Pentaho. Build RAG pipelines and AI data pipelines using visual ETL, API-driven architecture, and robust AI data governance. - [Insurance](https://pentaho.com/insurance/) - Pentaho’s insurance data platform supports analytics, data governance, and improved data quality across the insurance ecosystem. - [Financial Services](https://pentaho.com/financial-services/) - The Pentaho platform offers financial data management solutions that modernize operations, eliminate silos, and enable secure, compliant, and data-driven decision-making. - [PDI Trial Download](https://pentaho.com/download/) - Unlock the full power of Pentaho Data Integration and Business Analytics to simplify complexity, deliver trusted insights faster, and power AI-ready performance—on-prem, in the cloud, or in hybrid environments. - [All Categories](https://pentaho.com/all-categories/) - Explore all Pentaho categories, including data integration, analytics, and management solutions, organized to help navigate platform capabilities. - [Download Rejection](https://pentaho.com/download-rejection/) - Encountered an issue downloading Pentaho? Review our troubleshooting steps, contact information, and requirements to successfully complete your download. - [Thank You - Pentaho Sales Contact](https://pentaho.com/thank-you-pentaho-sales-contact/) - Thank you for contacting Pentaho Sales. Your inquiry has been received, and a member of our team will be in touch shortly to discuss your data needs. - [Thank You - FSI Demo Request](https://pentaho.com/thank-you-fsi-demo-request/) - Thank you for requesting a Pentaho Financial Services (FSI) demo. Your request has been received, and a representative will contact you with further details. - [Pentaho Partner Network](https://pentaho.com/pentaho-partner-network/) - Explore the Pentaho Partner Network to find authorized collaborators and solution providers. Learn about partnership opportunities for data-driven business growth. - [Anti-Money Laundering](https://pentaho.com/anti-money-laundering-compliance/) - Strengthen anti-money laundering compliance with Pentaho’s unified data platform. Detect suspicious activity, automate reporting, and stay audit-ready. - [Responsible AI for Data Management](https://pentaho.com/responsible-ai-data-management/) - Learn about Pentaho’s approach to responsible AI in data management. Explore frameworks for ethical AI deployment, data governance, and secure automation. - [Thank You - OEM Contact Form](https://pentaho.com/thank-you-oem/) - Thank you for reaching out to the Pentaho OEM team. We have received your request and a representative will contact you shortly to discuss partnerships. - [Thank You - Request a Demo](https://pentaho.com/thank-you-request-a-demo/) - Thank you for requesting a Pentaho demo. Our team will contact you shortly to schedule your personalized session and explore our data solutions. - [Cloud Cost Containment](https://pentaho.com/cloud-cost-containment/) - Manage enterprise cost control by optimizing your cloud data lifecycle. Implement data lifecycle policies to cut cloud costs and improve resource efficiency. - [Pentaho Event](https://pentaho.com/event/) - Stay informed about upcoming Pentaho events. Join industry experts to explore latest trends in data integration, business analytics, and industrial IoT solutions. - [Pentaho Professional Services](https://pentaho.com/pentaho-professional-services/) - Access expert Pentaho Professional Services for data integration and analytics projects. Get technical guidance to optimize your Pentaho platform deployment. - [Healthcare](https://pentaho.com/healthcare/) - Pentaho provides data integration and analytics solutions for healthcare sector, enabling decision-makers to enhance patient care & operational efficiency with data-driven insights. - [Pentaho Platform Software Plugins](https://pentaho.com/pentaho-platform-software-plugins/) - Explore software plugins for the Pentaho platform. Learn how to extend and customize your data integration and analytics capabilities with Pentaho plugins. - [Media Alert: Pentaho’s Rapid Customer Growth Driven ​by Market Demand for​ Data Fitness and Smart Simplicity](https://pentaho.com/pentahos-rapid-customer-growth-driven-by-market-demand-for-data-fitness-and-smart-simplicity/) - Read the media alert on Pentaho’s rapid customer growth. Explore how market demand for data fitness and smart simplicity is driving platform adoption and success. - [Resources Tags](https://pentaho.com/resources-tags/) - Browse the Pentaho resource library by tags. Easily find specific white papers, guides, and reports categorized by technical topics and industry solutions. - [Thank You - Pentaho Professional Services](https://pentaho.com/thanks-pentaho-professional-services/) - Thank you for your interest in Pentaho Professional Services. Your request has been received, and our experts will contact you to discuss your project needs. - [Read the White Paper below](https://pentaho.com/white-paper-pdf/) - Access and read Pentaho white papers. Gain technical insights into data integration, business analytics, and industry-leading platform strategies in PDF format. - [Pentaho Leadership Team](https://pentaho.com/pentaho-leadership-team/) - Meet the executive leadership team at Pentaho. Learn about the experienced professionals driving product innovation and data integration strategy. - [Statement of Direction](https://pentaho.com/statement-of-direction/) - Review the Pentaho Statement of Direction for insights into product strategy, future development goals, and the long-term vision for the Pentaho platform. - [Pentaho: The Scalable, Modern, AI-Ready Alternative to SAP Crystal Reports and Business Objects](https://pentaho.com/pentaho-alternative-to-sap-crystal-reports-and-business-objects/) - Discover Pentaho, the scalable, AI-ready data management alternative to SAP Crystal Reports and Business Objects for modern enterprise analytics. - [Pentaho Embedded Analytics (OEM)](https://pentaho.com/embedded-analytics-oem/) - Pentaho embedded analytics delivers enterprise grade analytics for SaaS and OEM applications with secure, scalable data integration and reporting. - [Upgrade to Pentaho Data Integration Enterprise Edition](https://pentaho.com/ee-upgrade/) - Information on upgrading to Pentaho Data Integration Enterprise Edition. Access technical support, advanced security features, and enterprise-level scalability. - [Pentaho EE onPrem](https://pentaho.com/pentaho-ee-onprem/) - Deploy Pentaho EE on-premises for enterprise-grade data integration and analytics. Ensure high-performance data processing within your own infrastructure. - [Pentaho EE Cloud](https://pentaho.com/pentaho-ee-cloud/) - Scale your data operations with Pentaho EE Cloud. Access a fully managed enterprise platform for seamless data integration, analytics, and cloud scalability. - [Pentaho Developer Edition Download](https://pentaho.com/pentaho-developer-edition/) - Download the Pentaho Developer Edition to explore data integration and analytics features. Access a comprehensive environment for building and testing workflows. - [Pentaho Data Catalog Trial](https://pentaho.com/pentaho-data-catalog-trial/) - Start your Pentaho Data Catalog trial to discover, crawl, and organize your data. Automate data discovery and improve governance with Pentaho. - [Contact Us](https://pentaho.com/pentaho-contact-us/) - Get in touch with Pentaho for expert product support, sales inquiries, and professional services. Reach out to our team to optimize your data integration. - [Pentaho Change Data Capture](https://pentaho.com/pentaho-change-data-capture/) - Learn how Pentaho Change Data Capture tracks and delivers real-time data updates for improved integration, analytics, and data consistency. - [Join the Pentaho Partner Network](https://pentaho.com/join-pentaho-partner-network/) - Learn how to join the Pentaho Partner Network, including requirements, benefits, and resources for partners working with Pentaho solutions. - [Getting Started with Pentaho](https://pentaho.com/getting-started-with-pentaho/) - Learn the fundamentals of Pentaho. Access tutorials and resources to begin using the platform for data integration, business analytics, and report generation. - [Discover the Power of Pentaho Platform 10.2](https://pentaho.com/discover-pentaho-plus-10-2/) - An overview of the technical updates and functional capabilities introduced in Pentaho Platform 10.2, including data integration and analytics enhancements. - [Data-Fit Assessment](https://pentaho.com/data-fit-assessment/) - Evaluate how your current data infrastructure aligns with organizational requirements. Pentaho’s Data-Fit Assessment provides a technical review of data readiness. - [Thank You - PDI Trial](https://pentaho.com/thank-you-pdi-trial/) - [Request Demo](https://pentaho.com/request-demo/) - Request a Pentaho demo to discover how our end-to-end data integration and analytics platform transforms your enterprise data into actionable insights. - [Cut Snowflake Costs without Sacrificing Performance](https://pentaho.com/products-pentaho-data-optimizer-snowflake/) - Implement Snowflake cost control with Pentaho. Use this data orchestration tool for automated warehouse management to reduce storage costs and optimize usage. - [Reduce Databricks Costs Without Slowing Down AI](https://pentaho.com/cut-databricks-costs-without-slowing-down-ai/) - Implement databricks cost optimization and finops strategies. Use intelligent data archiving for storage to maintain databricks analytics without performance loss. - [Pentaho Data Optimizer Calculator](https://pentaho.com/optimizer/calculator/) - Pentaho Data Optimizer helps you take control of storage costs by moving data to lower-cost databases, eliminating ROT (redundant, obsolete, and trivial) data, and intelligently retiering data so you only keep what truly matters. Curious what that could mean for your bottom line? Try our Optimizer calculator to estimate your potential savings. - [Resources](https://pentaho.com/resources/) - Dive into the latest trends, insights, and innovations in the field of data management, and discover how Pentaho+ can transform your data into actionable intelligence. - [Discover Pentaho Data Catalog 10.2.5](https://pentaho.com/pentaho-data-catalog-10-2-5/) - Discover the capabilities of Pentaho Data Catalog 10.2.5. Optimize data discovery, enhance data governance, and manage metadata seamlessly. - [API Check](https://pentaho.com/api-check/) - [Thank You](https://pentaho.com/products-thank-you/) ## Products - [Pentaho Data Catalog](https://pentaho.com/products/pentaho-data-catalog/) - Know the who, what, and where of your data with Pentaho Data Catalog. Build data trust with data lineage, data quality, and data governance at enterprise scale. - [Pentaho Data Lineage](https://pentaho.com/products/pentaho-data-lineage/) - Understand your data flow from source to target. Trust your data, ensure compliance, and track end-to-end data lineage with Pentaho. - [Pentaho Data Optimizer](https://pentaho.com/products/pentaho-data-optimizer/) - Reduce infrastructure costs and improve performance with Pentaho Data Optimizer. Efficiently manage big data storage and tiering within the Pentaho ecosystem. - [Pentaho Business Analytics](https://pentaho.com/products/pentaho-business-analytics/) - Pentaho Data Analytics offers a versatile suite for handling data from diverse sources including flat files, databases, and social media streams. - [Pentaho Data Integration](https://pentaho.com/products/pentaho-data-integration/) - Unlock full potential of your data with Pentaho+ Data Integration - designed to seamlessly combine diverse data types from various sources into singular, coherent pipelines. ## Resources & Insights - [Pentaho Business Analytics vs. Crystal Reports: The Smarter, Scalable Choice for Modern Reporting](https://pentaho.com/resources/pentaho-business-analytics-vs-sap-crystal-reports/) - Why it’s time to move beyond static reporting tools and adopt a future-proof platform that delivers real-time insights, advanced analytics, and lower total cost of ownership. - [Pentaho Developer Edition vs Enterprise Edition Comparison Sheet](https://pentaho.com/resources/pentaho-developer-edition-vs-enterprise-edition-comparison-sheet/) - Pentaho offers a Developer Edition (*Previously known as Community Edition) and an Enterprise Edition (EE), each catering to different user needs. Download a detailed comparison to help understand the advantages of migrating from DE/CE to EE. - [Pentaho Business Analytics Datasheet](https://pentaho.com/resources/pentaho-business-analytics-datasheet/) - Business Intelligence Made Simple —And Powerful - [Pentaho Data Optimizer Datasheet](https://pentaho.com/resources/pentaho-data-optimizer-datasheet/) - Tame Data Sprawl. Regain Control. - [Pentaho Data Catalog Datasheet](https://pentaho.com/resources/pentaho-data-catalog-datasheet/) - Achieve Greater Agility and Trust All Your Data with Less Effort, Less Risk, and in Less Time - [Pentaho Data Integration Datasheet](https://pentaho.com/resources/pentaho-data-integration/) - Ingest, Blend, Cleanse and Prepare Diverse Data From Any Source, in Any Environment — With No Code. - [Unlocking Value from Data with Smart Simplicity](https://pentaho.com/resources/pentaho-roi/) - How organizations achieve both quantitative and qualitative results with Pentaho. - [Pentaho: The Foundation for Snowflake Success](https://pentaho.com/resources/pentaho-the-foundation-for-snowflake-success/) - A quick, actionable overview of how Pentaho improves Snowflake performance, governance, and total cost of ownership across your data estate. - [Moving to the Cloud Without Losing Control](https://pentaho.com/resources/moving-to-the-cloud-without-losing-control/) - Learn how Pentaho simplifies cloud migration by preparing data before it moves, maintaining lineage and quality, and reducing unnecessary storage and compute costs across AWS, Azure, and Google Cloud. - [Architecting AI-Ready Data with Pentaho and Databricks](https://pentaho.com/resources/architecting-ai-ready-data-with-pentaho-and-databricks/) - Discover how Pentaho complements Databricks by serving as the enterprise integration, governance, and optimization layer that prepares data for analytics, AI, and innovation across hybrid environments. - [ESG Report: Evaluating the Pillars of Responsible AI](https://pentaho.com/resources/esg-evaluating-the-pillars-of-responsible-ai/) - Unlock the Blueprint for Building Responsible AI—Before It’s Too Late - [Good Enough Data Won’t Win in the AI Era: How to Build Quality That Drives Real Results](https://pentaho.com/resources/data-quality-in-the-age-of-ai/) - Discover how to set the right quality thresholds, preserve critical context, and govern data at scale to fuel accurate AI insights and confident business decisions. - [Mitigate Risk, Navigate Compliance Hurdles, and Drive Performance Through Data](https://pentaho.com/resources/mitigate-risk-navigate-compliance-hurdles-and-drive-performance-through-data/) - How banks and financial institutions can strengthen AML/KYC efforts, close compliance gaps, and respond faster to evolving threats with a unified data platform. - [AI-Ready Data Governance: Building Trust, Compliance, and Innovation in Financial Services](https://pentaho.com/resources/ai-data-governance-and-the-future-of-financial-services-a-response-to-the-cfpb-request-for-information/) - How financial institutions can harness AI’s potential while meeting the highest standards for data quality, transparency, and regulatory compliance. - [Agentic AI in Financial Services: Driving Real-Time Decisions with Trust and Compliance](https://pentaho.com/resources/agentic-ai-for-financial-services-innovate-with-compliance-and-trust/) - Learn how financial services leaders can harness Agentic AI’s potential while ensuring ethical compliance, real-time decision-making, and customer trust through unified, high-quality data integration. - [Trusted Data for Financial Services: Strengthening Compliance, Stopping Fraud, and Powering AI-Driven Growth](https://pentaho.com/resources/trusted-data-is-the-springboard-to-competitive-financial-services/) - How mid-sized banks and BFSI organizations can match — and surpass — larger competitors with a data-fit strategy that strengthens compliance, boosts fraud prevention, and accelerates innovation. - [How To Optimize Your Hybrid Cloud With Dynamic Data Migration](https://pentaho.com/resources/how-to-optimize-your-hybrid-cloud-with-dynamic-data-migration-white-paper/) - IT leaders are demanding change in the hybrid cloud landscape, and change is already on the horizon. - [Data-Fit Banking: Building Compliance, Trust, and AI-Ready Operations](https://pentaho.com/resources/rise-of-the-data-fittest-a-guide-to-high-performance-data-strategy-for-financial-services/) - A practical playbook for FSI leaders to strengthen risk management, combat fraud, and meet the toughest regulations while preparing for the AI-driven future. - [Data Lineage: The Missing Link to AI-Ready Governance, Compliance, and Trust](https://pentaho.com/resources/data-lineage-building-the-foundation-for-ai-ready-data-governance/) - Learn how to map, monitor, and master your data flows to ensure transparency, meet regulatory demands, and fuel innovation at scale. - [Deep Dive into AI with Data-Fitness: Building the Foundation for Reliable, Responsible AI](https://pentaho.com/resources/dive-deep-into-ai-with-data-fitness-e-guide/) - Why data quality, lineage, and governance are the real accelerators of AI success—and how to get them right before you scale. - [Financial Services Can’t Afford Flawed Data — Here’s How to Pass Every Trust Test](https://pentaho.com/resources/fsi-guide-to-data-fitness-ensuring-compliance-quality-and-trust/) - In financial services, compliance is your license to operate. Without it, your business can’t survive. But compliance isn’t just about ticking boxes – it’s about trust. Trust in your data, so that you can meet regulatory requirements and avoid the risks that come with non-compliance. - [Survival of the Data Fittest: The Five Pillars of AI-Ready Performance](https://pentaho.com/resources/data-fit-e-guide/) - Why strength, precision, agility, efficiency, and speed are the true differentiators in the age of AI—and how to build them into your data strategy. - [Break Free from Point Solutions: Build a Data Foundation That Scales with Your Business](https://pentaho.com/resources/break-free-from-point-solutions-build-a-data-foundation-that-scales-with-your-business/) - Why patchwork tools create more risk than results—and how a unified, scalable data platform delivers trust, speed, and AI-ready performance. - [AI Success Starts with Data-Fitness How Leaders Avoid the Hidden Risks](https://pentaho.com/resources/ai-success-starts-with-data-fitness-how-leaders-avoid-the-hidden-risks/) - Why C-Suite visionaries know that without AI-grade data quality, governance, and integration, innovation can’t scale—and how to get there fast. - [How Data Practitioners Streamline Workflows](https://pentaho.com/resources/how-data-practitioners-streamline-workflows/) - How data-fitness helps practitioners cut manual bottlenecks, boost decision speed, and handle massive volumes and varieties of data with confidence. - [Architecting Data for the AI Era](https://pentaho.com/resources/architecting-data-for-the-ai-era/) - A Practical Guide to AI-Ready Data, Platforms, and Ecosystems - [Solving the Insurance Data Dilemma](https://pentaho.com/resources/solving-the-insurance-data-dilemma/) - How Insurers Build Data-Fit Foundations for Risk, Compliance, and AI - [Getting Data Fit for AI – How Pentaho Intelligent Data Optimization Cuts Costs and Accelerates AI Readiness](https://pentaho.com/resources/getting-data-fit-for-ai-how-pentaho-intelligent-data-optimization-cuts-costs-and-accelerates-ai-readiness/) - This eBook explores the data fitness imperative and highlights how Pentaho Data Optimizer can help organizations cut waste, reduce risk, and transform their data into a strategic asset ready for AI and core business initiatives. - [The Data Discipline Playbook for the AI Era](https://pentaho.com/resources/the-data-discipline-playbook-for-the-ai-era/) - Framework + field patterns to enforce policy, monitor drift, and run the high impact exercises every enterprise needs right now. - [The State of Arizona Manages Water Resources More Sustainably with Pentaho Data Catalog](https://pentaho.com/resources/the-state-of-arizona-manages-water-resources-more-sustainably-with-pentaho-data-catalog/) - The State of Arizona’s Department of Water Resources protects, conserves, and improves the state’s water supply for over seven million inhabitants. The Department must sustainably manage Arizona’s water resources amid extreme temperatures and arid desert landscapes. Its work directly impacts Arizona’s present and future economy and environment. - [Energy Service Provider, VNG Handel & Vertrieb, Boosts Productivity and Cuts Storage Costs by 91% with Pentaho](https://pentaho.com/resources/energy-service-provider-vng-handel-vertrieb-boosts-productivity-and-cuts-storage-costs-with-pentaho/) - VNG Handel & Vertrieb automates integration and processing of 11 million datasets per day, streamlines the user experience, and generates six-figure annual cost savings. - [KDS Software Reveals New Insights to Make Plastics More Sustainable With Pentaho](https://pentaho.com/resources/kds-software-reveals-new-insights-to-make-plastics-more-sustainable-with-pentaho/) - Kirchhoff Datensysteme Software GmbH & Co. KG (KDS Software) is a leading European provider of business software applications for plastics compounders and recyclers, which enables its clients to manage one million metric tons of annual production volume through its solutions. - [EULEN Boosts agility with data-driven insights into global business performance](https://pentaho.com/resources/boosting-agility-with-data-driven-insights-into-global-business-performance/) - For more than 60 years, Grupo EULEN has been a leading provider of outsourced business services. Today, the company offers four main service lines: facilities services and management, security, social and health services, and HR solutions. With 7,000 clients, Grupo EULEN achieved turnover of more than EUR 1.7 billion in 2023, and operates in 11 countries worldwide, including Spain, Portugal, Chile, Mexico, and the United States among others. - [Armedia Empowers Clients To Streamline and Accelerate Case Management With Data-Driven Insight](https://pentaho.com/resources/armedia-empowers-clients-to-streamline-and-accelerate-case-management-with-data-driven-insight/) - Armedia is an award-winning, veteran-owned systems integrator specializing in digital transformation, IT modernization and enterprise content management (ECM) solutions. The company is CMMI Level 3 and ISO 9001 certified and provides innovative business process, document, case and record-management solutions, as well as content strategy and regulatory compliance services. - [LightBox’s Data-Fit Strategy Transforms Cost Center into Revenue Stream with Pentaho](https://pentaho.com/resources/pentaho-has-changed-the-way-we-handle-data/) - LightBox, a forward-thinking real estate data company, stands at the forefront of innovation in property information and analysis. Their mission is to empower clients with comprehensive, up-to-date data that drives informed decision-making. - [CERN Chooses Pentaho to Optimize Operations](https://pentaho.com/resources/cern-turns-to-pentaho-to-optimize-operations/) - Pentaho Data Integration enabled CERN to migrate from a manually-intensive ETL environment to an automated one, decoupled from proprietary data. - [Southern Apennine District Basin Authority Protects Water Sources With IoT Analytics](https://pentaho.com/resources/southern-apennine-district-basin-authority-protects-water-sources-with-iot-analytics/) - In the Southern Apennine region, the District Basin Authority governs the physical environment and protects its water resources. It is responsible for monitoring the appropriate use of these resources, forecasting the region’s water supply, and preventing natural disasters and human-made hazards, such as illegal abstraction, discharges, and spills. - [Bing Lee Reduces Data Processing Time for ETL Jobs by 75% with Pentaho](https://pentaho.com/resources/bing-lee-reduces-data-processing-time-for-etl-jobs-by-75-with-pentaho/) - Bing Lee is a consumer electronics retail chain with more than 35 stores across New South Wales, Australia. Family-owned and founded in 1957, Bing Lee is known for affordability and a radio jingle that has become part of the local pop culture. Its annual turnover is almost 500 million AUD. - [Bell Provides Tens of Millions of People Access to Mobile and Internet Services with Pentaho](https://pentaho.com/resources/bell-business-markets-optimizes-operations-and-reduces-costs-with-pentaho/) - Tens of millions of Canadians rely on Bell Canada for access to mobile and internet services and a feature-rich TV experience. As the country’s largest telecoms provider, its customers expect flawless connectivity and seamless service. - [BOS Requires High-Quality Reporting that can only be provided by Pentaho](https://pentaho.com/resources/bos-requires-high-quality-reporting-that-can-only-be-provided-by-pentaho/) - An international automotive parts manufacturer and distributor wanted to standardize reporting and visualization. - [Blechwarenfabrik Limburg Reduces Reporting Time from Two Weeks to Real-Time with Pentaho](https://pentaho.com/resources/blechwarenfabrik-limburg-reduces-reporting-time-from-two-weeks-to-real-time-with-pentaho/) - Blechwarenfabrik Limburg GmbH is a leading manufacturer of tinplate packaging. The company employs 500 people with headquarters in Germany and locations in Denmark and Poland. Every year Blechwarenfabrik Limburg uses 22,000 tons of tinplate to produce 100 million canisters, cans and bottles for chemical-technical liquids such as paint and adhesives. - [Association for Manufacturing Technology Thrives on Data with Pentaho](https://pentaho.com/resources/association-for-manufacturing-technology-thrives-on-data-with-pentaho-2/) - The Association For Manufacturing Technology (AMT) represents and promotes U.S.-based manufacturing technology and its members: those who design, build, sell, and service the continuously evolving technology that lies at the heart of manufacturing. To better serve the needs of this vast industry, AMT created an analytics division and a proprietary tool, MTInsight, to empower the members of their association. - [Fannie Mae Gets Faster Insights & Better Results with Pentaho](https://pentaho.com/resources/faster-insights-drive-better-results-with-pentaho/) - Fannie Mae Automates critical data access and compliance of over 10 million files per day with Pentaho Data Catalog. - [Swisscom Strengthens Customer Service with a 360-Degree View](https://pentaho.com/resources/swisscom-strengthens-customer-service-with-a-360-degree-view/) - As Switzerland’s number one firm for communications, IT, and entertainment, we are shaping the future. Swisscom is one of the most innovative and sustainable companies in Switzerland. In total, more than 19,000 employees work for Swisscom. - [Bundespolizei (German Federal Police) uses Pentaho to improve Germany’s safety through analytics](https://pentaho.com/resources/bundespolizei-german-federal-police-uses-pentaho-to-improve-germanys-safety-through-analytics/) - Bundespolizei is part of Germany’s Federal Ministry of the Interior and employs 41,000 citizens. Bundespolizei oversees air control, air safety, rail patrol, border patrol, crime reduction throughout Germany and patrol of their waters. In addition to their responsibilities within Germany, they work worldwide with other police agencies within the European Union and neighboring countries. - [Loma Linda University Health Care: Improving Patient Care With Data-Driven Insights](https://pentaho.com/resources/loma-linda-university-health-care-improving-patient-care-with-data-driven-insights/) - As a healthcare center with millions of patients treated and over 1200 physicians, Loma Linda University Health Care (LLUH) wanted to improve patient care with better visibility and insight into patient and business data. - [Pentaho Business Analytics: A Seamless, AI-Ready Upgrade from Crystal Reports](https://pentaho.com/resources/cost-effective-ai-ready-and-seamless-how-pentaho-business-analytics-delivers-a-smooth-transition-from-sap-crystal-reports/) - Transition smoothly from SAP Crystal Reports with familiar tools, real-time insights, and scalable, cost-effective licensing that future-proofs your reporting. - [University of Oklahoma School of Community Medicine in Tulsa Health Clinic Improves Chronic Care With Pentaho](https://pentaho.com/resources/university-of-oklahoma-school-of-community-medicine-in-tulsa-health-clinic-improves-chronic-care-with-pentaho/) - Pentaho has provided the clinic with an evidence-based treatment protocol that translates into more aggressive treatments. - [UCLH Accelerates Digital Transformation with Seamless Patient Data Migration](https://pentaho.com/resources/uclh-accelerates-digital-transformation-with-seamless-patient-data-migration/) - University College London Hospitals NHS Foundation Trust (UCLH) wants to ensure it maximizes the full potential of digitalization as quickly as possible. UCLH embarked on an ambitious project to replace most of its diverse legacy systems and paper records with a single, integrated electronic health record. - [Kingland Systems Provides Analytics In Their Own Solution with Pentaho](https://pentaho.com/resources/kingland-systems-provides-analytics-in-their-own-solution-with-pentaho/) - The financial industry is in a perpetual state of change. This presents many financial services companies with a challenge when it comes to how they store, analyze, and manage the quality of their data, particularly as firms work to stay compliant with regulatory requirements. - [MarketAxess Accelerates Data-Driven Decision Making with Pentaho Data Integration](https://pentaho.com/resources/marketaxess-accelerates-data-driven-decision-making-with-pentaho-data-integration/) - Digitalization has revolutionized how we bank, how we shop and how we communicate. It has helped us simplify processes, increase efficiency and improve visibility. With its digital trading platform, MarketAxess has been bringing all these benefits to buying and selling bonds since 2000. The company also has AI-based predictive pricing solutions to provide transparency into global markets. ## Video Hub - [Interactive Demo: New Pentaho Data Integration Web Design Studio](https://pentaho.com/video-hub/welcome-to-the-new-pentaho-data-integration/) - In this interactive demo you'll get a first look into Pentaho Data Integration (PDI) Web Design Studio. - [Guided Demo: No-Code AI Data Pipelines with Pentaho Data Integration](https://pentaho.com/video-hub/no-code-ai-data-pipelines-with-pentaho-data-integration/) - Leverage Pentaho Data Integration (PDI) to build and orchestrate an AI-powered data pipeline that augments customer data with firmographic data. - [Interactive Demo: Pentaho Data Optimizer HDFS to HCP Offload](https://pentaho.com/video-hub/hdfs-to-hcp-offload/) - Walks through the process of moving stale data from Hadoop to an attached HCP object store. - [Guided Demo: Delivering Data Governance in Pentaho Data Catalog](https://pentaho.com/video-hub/guided-demo-delivering-data-governance-in-pentaho-data-catalog/) - In this guided demo see how governance in Pentaho Data Catalog enables user to locate data and assess its quality, sensitivity, and lineage. - [Guided Demo: Building Reports and Dashboards with Pentaho Business Analytics](https://pentaho.com/video-hub/guided-demo-building-reports-and-dashboards-with-pentaho-business-analytics/) - See how easy it is to create and explore data with Pentaho Business Analytics. - [Guided Demo: Automating Lifecycle Governance with Pentaho Data Catalog](https://pentaho.com/video-hub/guided-demo-automating-lifecycle-governance-with-pentaho-data-catalog/) - This video shows how organizations can use Pentaho Data Optimizer to tag and tier data based on its usage with data temperature vocabulary. - [Guided Demo: Preparing Data for AI with Pentaho Data Catalog](https://pentaho.com/video-hub/guided-demo-preparing-data-for-ai-with-pentaho-data-catalog/) - In this video, you’ll see how a user leverages Pentaho Data Catalog to improve patient care by discovering patient encounter data, assessing its sensitivity and quality, and moving it to AWS for processing for the model. - [Interactive Demo: Pentaho Data Catalog: Data Chaos to Clarity](https://pentaho.com/video-hub/data-chaos-to-clarity/) - See how Pentaho Data Catalog automatically discovers, classifies, and contextualizes structured and unstructured data—wherever it lives. - [PDC Training Module 2 - Defining the Foundation](https://pentaho.com/video-hub/pdc-training-module-2-defining-the-foundation/) - Continue the journey with Jordan as she looks to resolve her companies GDPR issue when a customer received a marketing email after opting out. - [Pentaho Data Catalog Training Module 1 - Uncovering the Gaps](https://pentaho.com/video-hub/pdc-training-module-1/) - This is an in-depth training course on PDC. Follow along as Jordan tries to uncover why a customer received a marketing email after opting out. - [Generate Text to SQL in Pentaho Data Catalog](https://pentaho.com/video-hub/generate-text-to-sql-in-pentaho-data-catalog/) - Learn more about the text2SQL generator in Pentaho Data Catalog, which lets users enter plain text and automatically converts it into a SQL query. - [PDC: Owner Information Flow](https://pentaho.com/video-hub/owner-information-flow/) - See Pentaho Data Catalog in action — watch this interactive demo on Owner Information. - [Metadata Injection Enhancement in Pentaho Data Catalog](https://pentaho.com/video-hub/metadata-injection-enhancement-in-pentaho-data-catalog/) - Learn about this enhancement on the metadata scan that adds include and exclude functionality. - [Importing PowerBI Metadata into Pentaho Data Catalog](https://pentaho.com/video-hub/importing-powerbi-metadata-into-pentaho-data-catalog/) - Learn how to import PowerBI metadata into PDC. - [PDC: Glossary Search Facets and Relationships in Galaxy View](https://pentaho.com/video-hub/glossary-search-facets-and-relationships-in-galaxy-view/) - Discover glossary search facets and navigate the Galaxy View of your business glossary in Pentaho Data Catalog. - [PDC: Create Glossaries by Import](https://pentaho.com/video-hub/create-glossary-by-import/) - Easily import files to create glossaries, link terms, and navigate your data with Pentaho Data Catalog. - [Create Glossaries and Create Relationships in Pentaho Data Catalog](https://pentaho.com/video-hub/create-glossary-and-create-relationships/) - PDC centralizes glossaries, categories, and terms to make data easier to navigate. In this demo, you’ll learn to create a glossary and build relationships. - [PDC: Find Stale Data and Move it to Object Storage](https://pentaho.com/video-hub/find-stale-data-and-move-to-object-store/) - See the transformation in action: stale data offloaded from file servers to object storage. - [PDC: Data Set/Collections Versioning](https://pentaho.com/video-hub/data-set-collections-versioning-10-2-7-feature-demo/) - Explore dataset versioning in Pentaho Data Catalog, see how to duplicate or append data without changing properties or generated values. - [Choose Your Data Destiny in PDC: Duplicate, Move, or Purge with One Click](https://pentaho.com/video-hub/choose-your-data-destiny/) - Navigate the challenges of finding the right data with Pentaho Data Catalog—your data compass. - [PDC: Secret Manager Support for AWS S3 Data Source](https://pentaho.com/video-hub/usage-statistics/) - Explore how Pentaho Data Catalog provides support for Secret Manager to access the AWS S3 data source. - [PDC: Usage Statistics in Snowflake](https://pentaho.com/video-hub/usage-statistics-2/) - Join John, a Data Steward on a mission to uncover Usage Statistics in Snowflake. - [Create a New Report in Pentaho Business Analytics](https://pentaho.com/video-hub/how-to-create-a-new-report-in-pentaho-business-analytics/) - Create a simple bar chart in seconds. - [Building Data Quality Business Rules in Pentaho Data Catalog](https://pentaho.com/video-hub/building-business-rules-in-pentaho-data-catalog/) - Create business rules that strengthen governance and improve data quality. - [Pentaho Data Catalog Overview Demo Part 2](https://pentaho.com/video-hub/pentaho-data-catalog-overview-demo-part-2/) - Explore the Pentaho Data Catalog Galaxy View and see your data like never before. - [Pentaho Data Catalog Overview Demo Part 1](https://pentaho.com/video-hub/pentaho-data-catalog-overview-demo-part-1/) - An Interactive demo of Pentaho Data Catalog—your centralized, trusted view of the data landscape. - [Empowering Your Data Marketplace with Pentaho Data Catalog: A Step-by-Step Demo](https://pentaho.com/video-hub/empowering-your-data-marketplace-with-pentaho-data-catalog-a-step-by-step-demo/) - Discover how the Pentaho Data Catalog simplifies data access, fosters trust, and breaks down silos to create a seamless internal data marketplace. - [Pentaho Data Catalog: Streamlining Compliance & Governance for Banking & Finance](https://pentaho.com/video-hub/pentaho-data-catalog-streamlining-compliance-governance-for-banking-finance/) - This demo showcases PDC’s governance and compliance capabilities for banking and finance in the US and EMEA. ## Insight Section - [How Data Can Keep Fraud from Derailing the Insurance Industry](https://pentaho.com/insights/blogs/how-data-can-keep-fraud-from-derailing-the-insurance-industry/) - New insurance fraud schemes are outpacing outdated defenses, but data-driven approaches like real-time analytics and cross-industry intelligence can help insurers protect profits, stay compliant, and rebuild customer trust. - [Competing Globally Through Data Agility: Grupo EULEN Becomes Data-Fit with Pentaho](https://pentaho.com/insights/blogs/competing-globally-through-data-agility-grupo-eulen-becomes-data-fit-with-pentaho/) - Grupo EULEN uses the Pentaho Platform to boost agility, streamline data workflows, track metrics, and drive faster, smarter decisions. - [Unlocking the Future: Application Case Studies on How the Financial Services Landscape Is Changing – Part I](https://pentaho.com/insights/blogs/unlocking-the-future-application-case-studies-on-how-the-financial-services-landscape-is-changing-part-i/) - As financial institutions worldwide face multiple challenges – from tight regulatory compliance to emerging AI opportunities and challenges, the need for operational visibility around data with precision, speed and expertise are key. - [Impressions from Gartner DA Summit Orlando 2025](https://pentaho.com/insights/blogs/impressions-from-gartner-da-summit-orlando-2025/) - Yes, AI Was the Theme. But Underneath, It’s Clear We’re in A New Era of Data Management. - [Are Your Data Foundations Ready to Support Responsible AI?](https://pentaho.com/insights/blogs/are-your-data-foundations-ready-to-support-responsible-ai/) - Recent Enterprise Strategy Group Survey Highlights Key Investments and Focus Areas for Companies to Become Data Fit and AI Ready - [Data-Fit and Future Ready](https://pentaho.com/insights/blogs/data-fit-and-future-ready-2025/) - Pentaho President Maggie Laird on What’s New and What’s Next - [Avoiding Crystal Reports End of Life Gaps with Pentaho](https://pentaho.com/insights/blogs/avoiding-crystal-reports-end-of-life-gaps-with-pentaho/) - As SAP Crystal Reports for Enterprise (CR4E) phases out, many organizations face the decision of how to maintain and evolve their reporting and analytics infrastructure. This transition can feel daunting if your business relies heavily on Crystal Reports or SAP BusinessObjects (BOBJ) for essential reporting. However, this change also opens doors to newer, more powerful - [Creating Data Operational Excellence: Combining Services + Technology for Scale and Performance](https://pentaho.com/insights/blogs/creating-data-operational-excellence-combining-services-technology-for-scale-and-performance/) - Creating Data Operational Excellence: Combining Services + Technology for Scale and Performance At every level of society (government, enterprise and individual) we’re grappling daily with a fundamental truth - data runs the world. It isn’t the new oil, or the “next” big thing. It’s foundational, it’s everywhere, and it’s only growing in importance and impact. - [Turning Data into Revenue: Pentaho Helps LightBox Differentiate and Grow by Becoming Data Fit](https://pentaho.com/insights/blogs/turning-data-into-revenue-pentaho-helps-lightbox-differentiate-and-grow-by-becoming-data-fit/) - Pentaho helps LightBox Bring its Data to Life While Improving its Own Customer Experience and Success Escalating vacancies, high interest rates, sustainable building codes – these and other competing forces create a complex and stressful environment for commercial real estate firms. Many of these firms turn to LightBox and its platform to understand commercial, geographic, - [Simplifying Complex Data Workloads for Core Operations and GenAI Aspirations](https://pentaho.com/insights/blogs/simplifying-complex-data-workloads-for-core-operations-and-genai-aspirations/) - Automation, built-in governance, data quality and storage optimization all enhanced in Pentaho’s latest platform update - [How to Streamline CCAR Compliance with Pentaho](https://pentaho.com/insights/blogs/ccar-compliance-pentaho/) - Facing CCAR compliance challenges? Discover how Pentaho helps banks streamline stress testing, ensure data quality, and meet regulatory expectations. - [The Golden Lakehouse: What I’m Seeing in the Field as Sensitive AI Goes Mainstream ](https://pentaho.com/insights/blogs/the-golden-lakehouse-what-im-seeing-in-the-field-as-sensitive-ai-goes-mainstream/) - Based on firsthand field experience, Michael Donohue explores why modern AI demands a Golden Lakehouse, one that balances speed, trust, governance, and cost sustainability. - [Managing ETL Complexity for Stronger Data Foundations](https://pentaho.com/insights/blogs/managing-etl-complexity-for-stronger-data-foundations/) - Our latest version of Pentaho Data Integration provides stability, adaptability and renewed focus on providing tools that teams need to move forward with confidence. - [New CFPB Data Compliance Requirements Will Test the Limits of Financial Data Management Strategies](https://pentaho.com/insights/blogs/new-cfpb-data-compliance-requirements-will-test-the-limits-of-financial-data-management-strategies/) - Changing business conditions, the rapid shift to renewables and market pricing dynamics all require energy wholesalers to pivot strategies with agility and confidence. - [Bridging The Gaps: Helping Mid-Tier Bank IT Teams Minimize Risk and Reach Data Modernization, Compliance and AI Goals](https://pentaho.com/insights/blogs/bridging-the-gaps-helping-mid-tier-bank-it-teams-minimize-risk-and-reach-data-modernization-compliance-and-ai-goals/) - Mid-tier banks face unique challenges in data modernization, governance, and compliance due to budget and resource constraints, requiring tailored strategies to meet growing regulatory and AI demands. - [Pentaho Earns Top Rankings in Both ISG Buyers Guide ™ for Data Management and Data Ops](https://pentaho.com/insights/blogs/pentaho-earns-top-rankings-in-2025-isg-buyers-guide-for-data-management/) - When ISG calls your platform “Exemplary,” it means something’s working. Pentaho earned top honors for delivering smart simplicity — integrating, governing, and optimizing enterprise data so businesses can run leaner, faster, and more intelligently. - [A Brief History of Data Governance and Quality — and What Comes Next](https://pentaho.com/insights/blogs/data-governance-and-quality-history/) - Discover how data governance and quality evolved from COBOL systems to modern AI-driven platforms—and why they’re vital to building trusted data today. - [The Importance and Value of Strong Data Quality Fundamentals (Data Quality Series Part 1)](https://pentaho.com/insights/blogs/the-importance-and-value-of-strong-data-quality-fundamentals/) - Data Quality Series Part 1: Discover how strong data quality fundamentals drive AI and GenAI success by ensuring accuracy, completeness, and consistency through end-to-end data management. - [Simplifying and Scaling Hybrid Data Workloads – Pentaho Data Integration and Pentaho Data Catalog Now Available on Leading Hyperscaler Marketplaces](https://pentaho.com/insights/blogs/simplifying-and-scaling-hybrid-data-workloads-pentaho-data-integration-and-pentaho-data-catalog-now-available-on-leading-hyperscaler-marketplaces/) - Bundling Pentaho Solutions with AWS or Azure Gives Customers Scale and Choice when Managing Data for Operations and AI/GenAI Efforts - [How to Build Governed Data Pipelines Across Hybrid Environments with Pentaho](https://pentaho.com/insights/blogs/how-to-build-governed-data-pipelines-across-hybrid-environments-with-pentaho/) - Pentaho’s approach to data lineage enables organizations to visually track and understand how data moves and is transformed throughout pipelines, enhancing data integrity, compliance, and trust in analytics. - [Pentaho ETL Tool Guide: Features, Use Cases, and When to Upgrade](https://pentaho.com/insights/blogs/pentaho-etl-tool-guide-features-use-cases-and-when-to-upgrade/) - Pentaho’s approach to data lineage enables organizations to visually track and understand how data moves and is transformed throughout pipelines, enhancing data integrity, compliance, and trust in analytics. - [In the ETL vs ELT Debate, Data Engineers Still Need to Build AI-Ready Pipelines](https://pentaho.com/insights/blogs/in-the-etl-vs-elt-debate-data-engineers-still-need-to-build-ai-ready-pipelines/) - Pentaho’s approach to data lineage enables organizations to visually track and understand how data moves and is transformed throughout pipelines, enhancing data integrity, compliance, and trust in analytics. - [Webinar: From Data Debt to AI ‑Ready](https://pentaho.com/insights/blogs/webinar-from-data-debt-to-ai-ready/) - Unpack why data fitness has become a prerequisite for AI success and how organizations can take practical steps to get there. - [Pentaho Showcases Scalable Data Integration at Data Decoded](https://pentaho.com/insights/blogs/pentaho-showcases-scalable-data-integration-at-data-decoded/) - One theme continues to resonate from this year’s Data Decoded London 2026: enterprise data teams are done with theory. They want to see what works in production at scale under real-world constraints. - [Webinar: Data Integration Reimagined - Why Leading Organizations Are Moving Beyond Open‑Source ETL ](https://pentaho.com/insights/blogs/webinar-data-integration-reimagined-why-leading-organizations-are-moving-beyond-open‑source-etl/) - Explore why modern data has outgrown open source, the hidden costs and risks holding teams back, and how enterprise‑grade data integration helps organizations become data‑fit. - [Webinar: What a Real-World Credit Risk Team Taught Us About Modern ETL](https://pentaho.com/insights/blogs/webinar-what-a-real-world-credit-risk-team-taught-us-about-modern-etl/) - MarketAxess shares how they built scalable, trusted ETL pipelines to support global credit risk operations. Watch the full discussion to hear firsthand how a small team transformed fragmented data into a reliable, near real-time foundation for decision-making. - [Unstructured Data Management: Strategies, Tools, and Enterprise Solutions](https://pentaho.com/insights/blogs/unstructured-data-management-strategies-tools-and-enterprise-solutions/) - Across most organizations today, information stored in unstructured formats has become the dominant type of data they manage. Items such as scanned documents, multimedia files, PDFs, email archives, chat transcripts, and digital forms now make up the vast majority of enterprise content, often estimated at close to 80 to 90 percent of what businesses generate - [Power Your AI Journey with Pentaho’s Most Advanced Release Yet](https://pentaho.com/insights/blogs/power-your-ai-journey-with-pentahos-most-advanced-release-yet/) - Pentaho Release 11 delivers major advances across Data Integration and Business Analytics, from browser-based pipeline development to stronger security and governance. Built for modern data teams, it simplifies complexity, reduces risk, and helps organizations get data-fit for AI and analytics at scale. - [Data Integration: Strategies, Tools, and Enterprise Solutions](https://pentaho.com/insights/blogs/data-integration-strategies-tools-and-enterprise-solutions/) - Data integration is usually seen as a mature technology given its presence in enterprise data stacks for over twenty years. And certainly, most organizations have been leveraging data integration as a foundational data management solution, transforming and moving data for analytics and core operations. - [Gartner D&A Orlando 2026: AI Didn’t Break Your Data Strategy — It Exposed It ](https://pentaho.com/insights/blogs/gartner-da-orlando-2026-ai-didnt-break-your-data-strategy-it-exposed-it/) - If you walked the halls of Gartner’s Data & Analytics conference in Orlando, one theme was impossible to ignore: AI isn’t failing because it’s immature — it’s failing because our data foundations are. - [Data Management In 2026 – Thanks to AI, Data Fitness is Here to Stay](https://pentaho.com/insights/blogs/data-management-in-2026-thanks-to-ai-data-fitness-is-here-to-stay/) - 2025 saw a fundamental and permanent mindset shift to embrace the need for data-fit foundations that will help organizations of all sizes drive success with AI in 2026. - [Cutting Cloud Waste on Databricks: Turning ROT into ROI with Pentaho Data Optimizer ](https://pentaho.com/insights/blogs/cutting-cloud-waste-on-databricks-turning-rot-into-roi-with-pentaho-data-optimizer/) - Pentaho Data Optimizer helps Databricks users reduce cloud storage and compute costs by identifying ROT data, automating tiering and remediation, and ensuring the right data stays fast, trusted, and aligned with business value. - [Data Storage Optimization – Increases Data's Value While Driving Down Costs](https://pentaho.com/insights/blogs/data-storage-optimization-increases-datas-value-while-driving-down-costs/) - What is Data Storage Optimization and Why Is it So Valuable Now? Data storage optimization maximizes the value of data by increasing efficiency, cost-effectiveness, and performance of enterprise data storage. Organizations are generating gigabytes of data every hour, while budgets remain fixed or even decreased. This creates budget and management stress for data storage professionals, - [GenAI Plugin Suite: Unlocking the Power of Pentaho Data Integration with GenAI](https://pentaho.com/insights/blogs/genai-plugin-suite-unlocking-the-power-of-pentaho-data-integration-with-genai/) - Helping IT Meet the Demand for Generative AI Applications - [For CIOs and CDOs, Data Marketplaces Can Be the AI Strategy Hub](https://pentaho.com/insights/blogs/for-cios-and-cdos-data-marketplaces-can-be-the-ai-strategy-hub/) - A modern data marketplace transforms how enterprises scale AI by bridging producers and consumers with trusted, governed data products that deliver speed, quality, and confidence. - [A Modern UX for a Data-Fit Future](https://pentaho.com/insights/blogs/a-modern-ux-for-a-data-fit-future/) - Pentaho’s web-based PDI marks a new chapter for data integration: intuitive, centralized, and built for every persona. It’s smart simplicity in action — helping businesses get data-fit for AI, analytics, and what’s next. - [Unlocking the Power of SAP Data with Pentaho Data Integration](https://pentaho.com/insights/blogs/unlocking-the-power-of-sap-data-with-pentaho-data-integration/) - Organizations across every industry that rely on SAP can benefit from leveraging Pentaho Data Integration and the SAP Connector to access and leverage more of their valuable data. - [AI in the Federal Sector - From Data Foundations to Innovation Labs](https://pentaho.com/insights/blogs/ai-in-the-federal-sector-from-data-foundations-to-innovation-labs/) - Across the federal landscape, interest in AI, more specifically, GenAI, continues to grow. - [When Climate Risk Meets Data Reality: A Survival Guide for DACH Insurers](https://pentaho.com/insights/blogs/climate-risk-meets-data-reality-dach/) - From record hail and flood losses to rising cyber threats and regulatory scrutiny, DACH insurers are under pressure from every angle. Pentaho helps carriers cut through data silos, automate compliance, and orchestrate real-time workflows so they can protect margins, customers, and trust when storms hit hardest. - [Data Science and Data Architecture: Together Again](https://pentaho.com/insights/blogs/data-science-and-data-architecture-together-again/) - Too many AI projects fail not because of algorithms, but because of data. Pentaho helps enterprises build the governed, catalog-driven data foundations that make AI explainable, scalable, and secure—turning innovation into measurable impact. - [How the Insurance Industry’s Hidden Crisis Became Its Greatest Opportunity](https://pentaho.com/insights/blogs/how-the-insurance-industrys-hidden-crisis-became-its-greatest-opportunity/) - North American insurers face a paradox: world-class risk science built on fragmented, legacy data. Pentaho helps carriers unify mainframe, cloud, and partner systems into a single source of truth, delivering real-time lineage, governance, and audit readiness that turns regulatory risk into competitive advantage. - [The Hidden Cost of Java: How Licensing Changes Are Creating New Risks](https://pentaho.com/insights/blogs/the-hidden-cost-of-java-how-licensing-changes-are-creating-new-risks/) - Frequent shifts in Oracle’s Java licensing model are catching many organizations off guard creating unexpected compliance and audit risks. Pentaho Enterprise Edition helps teams stay secure and predictable with certified, open JDK options and tested compatibility across Java 17 and beyond. - [UK Insurance Underwriting Is Under Strain: What’s Broken, What’s Changing, and How to Fix It ](https://pentaho.com/insights/blogs/uk-insurance-underwriting-is-under-strain-whats-broken-whats-changing-and-how-to-fix-it/) - Rising weather losses, model uncertainty, and regulatory reform are straining the UK insurance market. Pentaho helps carriers strengthen resilience through governed data fabrics that unify lineage, auditability, and real-time insight—empowering smarter underwriting without disruption. - [Building the Data Foundation for AI Success](https://pentaho.com/insights/blogs/building-the-data-foundation-for-ai-success/) - Most AI projects fail long before deployment—not because of bad models, but because of bad data. Pentaho Data Integration and Pentaho Data Catalog deliver the governed pipelines, lineage, and quality that make AI accurate, explainable, and enterprise-ready. - [Golden Source, Golden Trust: The New Backbone of Insurance Resilience](https://pentaho.com/insights/blogs/golden-source-golden-trust-the-new-backbone-of-insurance-resilience/) - In an era defined by climate risk, regulatory scrutiny, and AI accountability, resilience begins with verifiable truth. Pentaho helps insurers build governed “Golden Sources”, unified, auditable datasets with embedded controls, lineage, and explainability, so every claim, policy, and model stands on trusted data. - [From Pipelines to Insight: Pentaho’s Approach to Data Lineage](https://pentaho.com/insights/blogs/from-pipelines-to-insight-pentahos-approach-to-data-lineage/) - Pentaho’s approach to data lineage enables organizations to visually track and understand how data moves and is transformed throughout pipelines, enhancing data integrity, compliance, and trust in analytics. - [What Is Data Debt and Why It Quietly Slows Everything Down](https://pentaho.com/insights/blogs/what-is-data-debt-and-why-it-quietly-slows-everything-down/) - Most organizations understand technical debt, but fewer recognize data debt. - [Having Trouble Funding Gen AI? Increase Innovation Investment Through Smarter Data and Storage Management](https://pentaho.com/insights/blogs/having-trouble-funding-gen-ai-increase-innovation-investment-through-smarter-data-and-storage-management/) - Increase Innovation Investment Through Smarter Data and Storage Management - [Why Enterprises Are Embracing the ‘Catalog of Catalogs’ Strategy](https://pentaho.com/insights/blogs/why-enterprises-are-embracing-the-catalog-of-catalogs-strategy/) - Point solutions can’t deliver enterprise-wide visibility or governance. A Catalog of Catalogs creates a single metadata hub that unifies Snowflake, Databricks, Salesforce, and more — enabling consistent policies, lineage, and trust across the enterprise. - [Stop Feeding Snowflake Junk: How to Cut Storage Costs Without Breaking a Single Query](https://pentaho.com/insights/blogs/stop-feeding-snowflake-junk-how-to-cut-storage-costs-20-40-without-breaking-a-single-query/) - Snowflake powers analytics at scale, but it won’t clean up zombie tables, stale datasets, or dark data that inflate costs and compliance risk. Pentaho Data Optimizer automates lifecycle management, enforces governance, and reduces spend — without breaking your dashboards. - [The Insurance Customer Experience Renaissance: How Data, Trust, and Human Moments Will Decide the Future](https://pentaho.com/insights/blogs/the-insurance-customer-experience-renaissance-how-data-trust-and-human-moments-will-decide-the-future/) - Customer loyalty is now won or lost in moments that matter. Pentaho helps insurers unify fragmented systems, automate claims and communications, and deliver real-time, personalized experiences that build trust, accelerate growth, and define the next era of insurance. - [The Cyber & Privacy Imperative: How the Insurance Industry’s Future Gets Decided Before Sunrise](https://pentaho.com/insights/blogs/the-cyber-privacy-imperative-how-the-insurance-industrys-future-gets-decided-before-sunrise/) - The future belongs to insurers who treat privacy as power. Pentaho equips them with trusted, transparent data foundations that turn every potential breach into proof of control—strengthening trust with regulators, investors, and customers alike. - [Creating the Right Data Foundations for The Emerging Universe of AI Agents](https://pentaho.com/insights/blogs/creating-the-right-data-foundations-for-the-emerging-universe-of-ai-agents/) - Autonomous AI agents promise speed and intelligence—but without explainability, security, compliance, and fairness, they become a liability. Pentaho provides the data lineage, governance, and trust frameworks needed to make Agentic AI safe, auditable, and enterprise-ready. - [Secure, Compliant, and Future-Ready: The Migration Path from CE to EE](https://pentaho.com/insights/blogs/secure-compliant-and-future-ready-your-enterprise-migration-roadmap/) - Open-source was a great start, but it can’t keep pace with modern security and compliance demands. Pentaho Enterprise Edition provides a seamless migration roadmap — with enterprise-grade protection, governance, and support you can rely on. - [From Open-Source to Enterprise: Why Pentaho Data Integration Enterprise Edition Eliminates Hidden Data Risks](https://pentaho.com/insights/blogs/open-source-data-integration-to-enterprise-edition/) - Open-source data integration tools may get you started, but they can’t keep pace with today’s security and compliance demands. Enterprise Edition closes the gaps with continuous patching, governance, and peace of mind. - [Maximizing your Return on Data Science](https://pentaho.com/insights/blogs/maximizing-your-return-on-data-science/) - With data scientists spending up to 80% of their time on prep instead of analysis, organizations risk massive opportunity costs—making automation and trusted data access essential to maximizing ROI. - [The Changing Nature of Global Data Retention Policy and Compliance](https://pentaho.com/insights/blogs/the-changing-nature-of-global-data-retention-policy-and-compliance/) - Conflicting global retention rules like GDPR, HIPAA, SOX, and DORA make compliance a maze, but centralized governance and automation through Pentaho Data Catalog help organizations simplify oversight, avoid fines, and reduce regulatory risk. - [Data Lineage Has Become Essential: Trusted, Compliant, and Scalable Data Operations are Foundational to AI Success](https://pentaho.com/insights/blogs/data-lineage-has-become-essential-trusted-compliant-and-scalable-data-operations-are-foundational-to-ai-success/) - Data lineage has become essential for AI success, giving organizations the ability to trace data from source to decision, ensure compliance, improve quality, and build trust in every outcome. - [Data Lineage Has Become Essential: Trusted, Compliant, and Scalable Data Operations are Foundational to AI Success](https://pentaho.com/insights/blogs/data-lineage-has-become-essential-trusted-compliant-and-scalable-data-operations-are-foundational-to-ai-success/) - Data lineage has become essential for AI success, giving organizations the ability to trace data from source to decision, ensure compliance, improve quality, and build trust in every outcome. - [Understanding Data Lineage: Why It’s Essential for Effective Data Governance](https://pentaho.com/insights/blogs/understanding-data-lineage-why-its-essential-for-effective-data-governance/) - In the world of data-driven decision-making, transparency is key. - [Why Distributed Metadata Management Is Key to Hybrid Cloud Success](https://pentaho.com/insights/blogs/distributed-metadata-management/) - Discover why distributed metadata management is a strategic imperative for hybrid cloud data governance, AI observability, and enterprise agility. - [Healthcare Data Integration Success Story: How One Provider Modernized Securely](https://pentaho.com/insights/blogs/healthcare-data-integration-case-study/) - A case study in secure, scalable healthcare data integration using Pentaho—built for regulated environments and future growth. - [Unlocking the Future: Application Case Studies on How the Financial Services Landscape Is Changing – Part 2](https://pentaho.com/insights/blogs/unlocking-the-future-application-case-studies-on-how-the-financial-services-landscape-is-changing-part-2/) - Dive into three hurdles finance data and IT teams are facing, and how Pentaho makes it easier and safer to leverage data with confidence to overcome these issues. - [Unlocking Advanced Analytics with Pentaho Data Integration Enterprise Edition’s Data Capabilities](https://pentaho.com/insights/blogs/unlocking-advanced-analytics-with-pentaho-data-integration-enterprise-editions-data-capabilities/) - For organizations that rely on data-driven decision-making, the ability to scale analytics efficiently, manage governance, and optimize data integration pipelines is mission-critical. Yet many enterprises still operate on aging architectures, limiting their ability to process, transform, and analyze data at scale. - [Beyond Embedding: How Enterprises Drive More Value from Data with Pentaho Business Analytics Enterprise Extensions](https://pentaho.com/insights/blogs/beyond-embedding-how-enterprises-drive-more-value-from-data-with-pentaho-business-analytics-enterprise-extensions/) - Pentaho's powerful extensions help enterprises simplify reporting, enforce access control, and manage multi-tenant environments with greater efficiency. - [Scaling Financial Data Operations with Cloud-Ready ETL](https://pentaho.com/insights/blogs/scaling-financial-data-operations-with-cloud-ready-etl/) - Faced with growing data demands, a leading organization re-architected its financial operations by upgrading from Pentaho CE to EE on AWS, ensuring scalability, security, and compliance. - [Cut Through Uncertainty. Cut Down Your Costs.](https://pentaho.com/insights/blogs/informatica-alternative-cost-control/) - Looking for an Informatica alternative? Pentaho offers transparent pricing, flexible deployment, and a lower total cost of ownership. - [Pentaho Included in First IDC ProductScape for Worldwide Data Intelligence Platform Software](https://pentaho.com/insights/blogs/pentaho-included-in-first-idc-productscape-for-worldwide-data-intelligence-platform-software/) - This year IDC launched a new set of reports, called IDC ProductScape, designed to help buyers evaluate potential offerings in a deeper, more detailed way. - [Unlock New Possibilities with Pentaho Enterprise Edition: The Power of 10.2 EE Plugins](https://pentaho.com/insights/blogs/unlock-new-possibilities-with-pentaho-enterprise-edition-the-power-of-10-2-ee-plugins/) - With exclusive enterprise-grade plugins Pentaho Data Integration Enterprise Edition isn’t just an upgrade, it’s an investment in efficiency, scalability, and control. - [Protecting Vital Resources Through Data: Enhancing Arizona’s Water Management with Data Intelligence from Pentaho](https://pentaho.com/insights/blogs/protecting-vital-resources-though-data-enhancing-arizonas-water-management-with-data-intelligence-from-pentaho/) - Pentaho Data Catalog Automates Data Processes for Arizona’s Department of Water Resources to Improve Water Supply Availability and Conservation Water is one of society’s most vital and overlooked resources. Current and future data shows that many parts of the world - including the southwest U.S. - are at risk for severe water shortages in the - [What Banks Need to Know About EU AI Act Compliance and Ethical AI Governance](https://pentaho.com/insights/blogs/eu-ai-act-compliance-for-banks/) - The EU AI Act is reshaping banking. See how Pentaho simplifies AI compliance and governance to help banks lead with trust and ethical innovation. - [The Key Legislations That Define the “New” Global Privacy Landscape](https://pentaho.com/insights/blogs/the-key-legislations-that-define-the-new-global-privacy-landscape/) - Global privacy issues are becoming more complex by the day. Organizations can’t afford to be in the dark regarding the unique, multidimensional, and nuanced characteristics of existing and emerging regulations. - [DORA Compliance Strategies for Mid-Tier Banks by Asset Category](https://pentaho.com/insights/blogs/dora-compliance-strategies-for-mid-tier-banks-by-asset-category/) - Mid-sized banks face a unique challenge in how to improve their Information and Communication Technology (ICT) risk management programs to meet the Digital Operational Resilience Act (DORA) requirements for resiliency against evolving digital threats. - [Swisscom, Switzerland’s Largest Telecom Provider, Achieves 360-Degree Customer View with Pentaho](https://pentaho.com/insights/blogs/swisscom-switzerlands-largest-telecom-provider-achieves-360-degree-customer-view-with-pentaho/) - Swisscom's Business Customers division searched for a unified platform for data integration and validation to achieve a 360-degree view of its operations. Pentaho Data Integration (PDI) was chosen for its comprehensive feature set, ease of use, and cost-effectiveness. - [Managing Multi-Cloud Deployments with Pentaho Data Integration Enterprise Edition](https://pentaho.com/insights/blogs/managing-multi-cloud-deployments-with-pentaho-data-integration-enterprise-edition/) - As organizations increasingly adopt multi-cloud architectures, they face growing challenges in managing data pipelines, enforcing governance, and maintaining performance across hybrid environments. - [Securing and Optimizing Financial Data Pipelines](https://pentaho.com/insights/blogs/securing-and-optimizing-financial-data-pipelines/) - While data is the engine that drives the financial services industry, governance, security, and performance dictate how effectively organizations can leverage it. Financial institutions handle sensitive transactions, regulatory reporting, and large-scale data analytics, requiring data pipelines that are secure, scalable, and operationally resilient. - [What to Consider When Building a Data Quality Strategy (Data Quality Series Part 2)](https://pentaho.com/insights/blogs/what-to-consider-when-building-a-data-quality-strategy/) - Data Quality Series Part 2: Ensuring data quality is about finding the right balance—over-cleaning can remove valuable insights, while evolving data demands flexibility. This blog post explores how businesses can define quality thresholds, manage costs, and leverage AI-driven automation to maintain consistency and usability. - [Data Quality in the Age of AI and Machine Learning (Data Quality Series Part 3)](https://pentaho.com/insights/blogs/data-quality-in-the-age-of-ai-and-machine-learning-data-quality-series/) - Data quality is a crucial aspect of any organization’s operations, and its impact is growing as artificial intelligence (AI) and machine learning (ML) continue to evolve. However, determining what qualifies as "good enough" data can be a challenge. - [BFSI Data Quality: Implementing World Class Risk and Compliance Measures](https://pentaho.com/insights/blogs/bfsi-data-quality-implementing-world-class-risk-and-compliance-measures/) - Considering evolving regulations, data quality will always remain at the core of BFSI resilience and competitive advantage. BFSI organizations that invest in data quality will be able to join the world’s standards, stay on-side, and scale. - [Why Mid-Tier Banks Require a Closed Source Data Management Solution to Meet DORA Compliance](https://pentaho.com/insights/blogs/why-mid-tier-banks-require-a-closed-source-data-management-solution-to-meet-dora-compliance/) - While DORA is a looming regulatory burden, it presents a real opportunity for smaller and mid-sized banks. - [Timely Insights & Six-Figure Cost Savings](https://pentaho.com/insights/blogs/timelt-insights-and-six-figure-cost-savings/) - Changing business conditions, the rapid shift to renewables and market pricing dynamics all require energy wholesalers to pivot strategies with agility and confidence. - [Turning Home Ownership Dreams into Reality - Enhancing Fannie Mae’s Data Access and Compliance with Pentaho](https://pentaho.com/insights/blogs/turning-home-ownership-dreams-into-reality-enhancing-fannie-maes-data-access-and-compliance-with-pentaho/) - Fannie Mae Leverages the Power of Pentaho Data Catalog’s Automation, Machine Learning and AI for Modern Data Management In a post-Covid, high-interest world, realizing home ownership dreams is as challenging as it’s been in decades. As the leading provider of mortgage financing in the U.S., Fannie Mae’s role in creating home ownership opportunities is more