Raj Grover的动态

Data Interoperability Tech: It Is More Than Integrations – It’s Understandable, Secure, And High Velocity Technology. In this digital era, business leaders are realizing the necessity of true data interoperability. The old ways of data silos locked within proprietary enterprise systems simply won’t cut it. Further, cobbling together these systems with more custom-built data interfaces is not the answer. Indeed, traditional data integration efforts are a slow-moving technical process that demands significant know-how. Previously, standards development organizations (SDO) like GS1 have helped ease integration tasks such as inventory tracking with standardized barcodes. Indeed, SDOs do offer some hope today to continue facilitating data interoperability. However, integrating data interface is still a slow and excruciating process. The question is can emerging technology help us to achieve true data interoperability? In this article, I'll look at the following topics on how emerging tech can help advance data interoperability between businesses and organizations. 1. Traditional Data Integration: How Setups Takes Too Long and Much Expertise Needed to Make Understandable. 2. AI / ML Data Interoperability Opportunities: Streamline Setups and Self-Learning Data Models. 3. Knowledge Graph Interoperability Opportunities: Incorporate Data With Meaning and Define Relationships. 4. Trusted Interoperability: Leveraging Digital Identity Tech to Achieve Confidence in the Data Exchanged by Partners and Entities. Thank you for reading and enjoy! #datainteroperability #AI #ML #knowledgegraphs #digitalidentity #dataintegration Mentions in this article: AIMultiple, IEC (International Electrotechnical Commission), Kevin Doubleday, Pierre Lévy, World Economic Forum https://lnkd.in/d7KdHX_F

Inefficient metadata management operations? What’s that? We only know the term Seamless Data Integration! ?? Our unified data orchestration platform excels in the creation, management, and optimization of data pipelines, ensuring smooth metadata flow across diverse systems ??. By maximizing the reuse of data engineering assets and automating end-to-end data pipelines, our platform enhances productivity and operational efficiency ??. PurpleCube AI’s advanced cognitive processing capabilities enable quick access to actionable insights, driving strategic decision-making ??. Stay ahead of the curve with our future-proof technology that adapts to evolving data formats and business needs. Protect your data with robust governance and security standards ??. Join PurpleCube AI in revolutionizing data engineering. Read through our blogs to learn more. ?https://lnkd.in/dwVxBJ93 #DataIntegration #AI #DataGovernance #Productivity?#PurpleCubeAI

Struggling with data silos and errors? DataOps enhances communication, integration, and automation of data flows, ensuring our clients’ AI initiatives succeed. Learn how HPE Services can guide their DataOps journey.#HPEDiscover #ArubaAtmosphere

We’re marking a key milestone in Data Governance automation. Through close collaboration with our partner, INFA Partner, s.r.o., our teams have successfully delivered a comprehensive solution, enabling Home Credit to strengthen their data maturity and capitalize on data-driven opportunities. The solution brings essential tools for: ?? Data cataloging and lineage for transparency ?? Unified business glossary for consistent terminology ?? Data quality management with advanced detection, analysis, and dashboards A strong focus on data governance sets the stage for informed decision-making and impactful AI applications. #DataGovernance #Informatica #DataTransformation #AI #DataDriven

We're smashing out insights as fast they come, as AI moves in unprecedented velocity. And this time, let's talk #Data. Download here: https://lnkd.in/gAB3UFYc The latest Smarter Data Management Playbook 2024 double clicks on the importance data holds for 550 Asia Pacific CIOs. In collaboration with IDC, we found: - DataOps is now the priority when it comes to enterprise architecture decisions, instead of workload placements - Data Security is more than ever a key challenge when implementing AI - What are CIOs worried about when it comes to data quality? AI Models training on incorrect data. These and many more in the Smarter Data Management for All Playbook 2024. #Data #AI #WeAreLenovo #DataManagement

Inefficient metadata management operations? What’s that? We only know the term Seamless Data Integration! ?? Our unified data orchestration platform excels in the creation, management, and optimization of data pipelines, ensuring smooth metadata flow across diverse systems ??. By maximizing the reuse of data engineering assets and automating end-to-end data pipelines, our platform enhances productivity and operational efficiency ??. PurpleCube AI’s advanced cognitive processing capabilities enable quick access to actionable insights, driving strategic decision-making ??. Stay ahead of the curve with our future-proof technology that adapts to evolving data formats and business needs. Protect your data with robust governance and security standards ??. Join PurpleCube AI in revolutionizing data engineering. Read through our blog to learn more. https://lnkd.in/drWGswJZ #DataIntegration #AI #DataGovernance #Productivity?#PurpleCubeAI

?? Tackling the Unstructured Data Challenge in GenAI with Doxis In the world of GenAI, the rapid growth of unstructured data poses a significant challenge. Unstructured data—emails, documents, images, and more—often lacks organization, making it difficult for GenAI models to access, interpret, and leverage effectively. The solution? Bringing unstructured data under control with an advanced Enterprise Content Management (ECM) system like Doxis. Doxis offers powerful capabilities to: ?? Organize & Classify: Structure data to make it accessible and usable for AI applications. ?? Enhance Security & Compliance: Ensure data governance and meet regulatory standards. ?? Enable Seamless Integration: Easily integrate with platforms like SAP, Oracle, and more, allowing GenAI to tap into a rich, organized data pool. By streamlining unstructured data, Doxis paves the way for GenAI to reach its full potential in delivering valuable insights and driving innovation. Ready to see how Doxis can transform your data strategy for GenAI? Let’s connect and discuss how it can help you stay ahead in the AI landscape. #GenerativeAI #UnstructuredData #ECM #Doxis #DataManagement #AI #Innovation #DigitalTransformation

?????????????? ?????? ???????? ??????????: ?????? ???????????? ???? ???????????????????? ???? ???? ???????? ???????????????? The ability to effectively manage and leverage vast amounts of unstructured data will determine who leads in this new era. ?????????? ???? ?????? ?????????????????? ?????????? ???????? ???? ?????? ???????? ??????????: ?? Companies that excel in handling multi-modal unstructured data are set to create significant value. ??? Retrieval techniques are likely to become features of established databases. ?? The move towards event-driven data processing architectures could reduce operational costs and enhance scalability. ?? Comprehensive data lineage and integrity tools will be increasingly important as the industry scales. ?? The traceability of weights and data in AI models will be critical for ensuring transparency and accountability. The emergence of new Gen3 platforms that unify and optimize data workflows could unlock unprecedented value paving the way for next-gen of data-driven enterprises - the Generative Enterprise. More ?? https://lnkd.in/garjb-sY #GenerativeAI #DataPipeline #Investment #DataGovernance

AI in Energy. Another case of AI in Energy delivered in co-creation with DXC Technology. #AI #EnergyOnDigital #GenAI #WeAreDXC DXC Technology

Is Your Data Ready for GenAI in Financial Services? ?? 73% of banking roles could see significant improvements via AI. Yet, is your data quality holding you back? Dive into our latest blog to see how your data needs to be curated, governed, and primed for GenAI to drive business growth. #FinancialServices #GenerativeAI #DataManagement #Informatica