Artefact’s Post

🚀 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐨𝐧 𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧 This week's top data posts and conversations! 🔹 Kevin Hu, PhD on: 𝐔𝐩 𝐭𝐨 80% 𝐨𝐟 𝐀𝐈 𝐩𝐫𝐨𝐣𝐞𝐜𝐭𝐬 𝐟𝐚𝐢𝐥 Nearly 80% of AI projects end in failure, often due to misconceptions about AI's capabilities. Unlike magic, AI requires thoughtful implementation. Success demands starting small, prioritizing data quality, and managing expectations. Read more: https://lnkd.in/ducavjSy 🔹 Pietro La Torre: 𝐁𝐫𝐢𝐝𝐠𝐢𝐧𝐠 𝐭𝐞𝐚𝐦 𝐚𝐧𝐝 𝐝𝐚𝐭𝐚 𝐚𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞 𝐝𝐞𝐬𝐢𝐠𝐧 The correlation between team dynamics and data architecture lies in key factors: polyglotism, agility, and sustainability. Both domains benefit from diversity, agility in response, and incremental development. Read more: https://lnkd.in/dDg3nfY9 🔹 Brian Greene on: 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐢𝐧𝐠 𝐃𝐚𝐭𝐚 𝐌𝐨𝐝𝐞𝐥𝐢𝐧𝐠 𝐟𝐨𝐫 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐚𝐥 𝐄𝐜𝐨𝐬𝐲𝐬𝐭𝐞𝐦𝐬 Dimensional, Data Vault, and Anchor aren't typical data modeling methods but rather relational database optimization patterns. Information modeling, distinct from data modeling, drives collaboration within enterprises. Read more: https://lnkd.in/dbvVJfFz 🔹 Charlotte Ledoux on: 𝐄𝐦𝐛𝐚𝐫𝐤𝐢𝐧𝐠 𝐨𝐧 𝐃𝐚𝐭𝐚 𝐆𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞: 5 𝐄𝐬𝐬𝐞𝐧𝐭𝐢𝐚𝐥 𝐒𝐭𝐞𝐩𝐬 Engage with various teams to assess your current state. Define your vision and objectives in alignment with business priorities. Establish your operating model—federated or centralized. Gain buy-in on your roadmap, blending quick wins with long-term strategies. Read more: https://lnkd.in/dS8sciAg 🔹 Andrea Gioia on: 𝐒𝐭𝐫𝐞𝐚𝐦𝐥𝐢𝐧𝐢𝐧𝐠 𝐃𝐚𝐭𝐚 𝐏𝐫𝐨𝐝𝐮𝐜𝐭 𝐎𝐰𝐧𝐞𝐫𝐬𝐡𝐢𝐩 𝐭𝐡𝐫𝐨𝐮𝐠𝐡 𝐃𝐨𝐦𝐚𝐢𝐧-𝐃𝐫𝐢𝐯𝐞𝐧 𝐃𝐞𝐬𝐢𝐠𝐧 In Domain-Driven Design (DDD), a domain represents a distinct problem space with its language, rules, and behaviors. Businesses can identify domains through organizational or data structures. Read more: https://lnkd.in/dxgT_Qe2 Follow 𝐌𝐨𝐝𝐞𝐫𝐧 𝐃𝐚𝐭𝐚 101 & stay updated with our weekly highlights of the most engaging discussions in the data community. Got a post or conversation that caught your eye? Share it in the comments! 𝐒𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐨𝐮𝐫 𝐧𝐞𝐰𝐬𝐥𝐞𝐭𝐭𝐞𝐫: https://lnkd.in/dDT7FB3y

Are you navigating the complexities of modern data management? Our upcoming workshop on October 9th will provide essential insights into Data Mesh and Data Fabric. Learn from Suresh Venkatraman, who will share best practices and case studies that illustrate the power of these architectures. This session is ideal for leaders and professionals eager to improve their data strategies and drive their AI initiatives. Register now to enhance your organization's capabilities!https://lnkd.in/gcWPuMND #DataManagement #DataMesh #DataFabric #AIInitiatives #SureshVenkatraman #DataStrategies #TechLeadership #PeopleTechGroup #DataWorkshop #UnlockYourData #BreakingSilos #BoostDataDiscovery #WorkshopRegistration #TechInnovation

The Secret to Successful Digital Transformation? Sync it with your Data Strategy! We’ve all heard about how important digital transformation is, but here’s something we really don’t talk about enough: if your digital transformation plan isn’t in line with your data strategy, you might be missing out on value. Here’s why it’s a big deal: 🌟 Better Together: Your digital projects depend on data, a lot of it. A well aligned data strategy makes sure that the data pushing your transformation is trustworthy, easy to access, and safe. ⚙️ Smart Governance: When your data plan lines up with your transformation targets, your data governance setup can back everything from analytics to compliance. Think of it like a solid foundation that keeps your digital house from falling apart. 💡 Flexible and Ready: The days of one-size-fits-all governance models are done. Flexible, scenario-based approaches to data governance give you the chance to innovate while keeping things on track. 📈 Tangible Outcomes: Getting these strategies aligned leads to better decisions, stronger compliance, and even cost savings. Plus, it keeps everyone, business leaders, data teams, and tech wizards, working towards the same goals. Digital transformation and data strategy aren’t different paths; they’re two sides of the same coin. When they vibe together, the possibilities are limitless. #DigitalTransformation #DataStrategy #DataGovernance #Innovation #CDO #CTO #CEO #genai #ml #ai #bi

The Data Practice and Eden Smith Group have announced a strategic partnership to expand their #datatransformation offerings for clients. The Data Practice unlocks untapped potential in clients' #data, delivering pragmatic, outcome-focused transformation #roadmaps; implementing enterprise-wide data solutions; creating data #monetisation strategies; and providing assurance for complex data transformation programmes. "We established TDP with a clear vision: To deliver exceptional data solutions by bringing together the industry's most talented practitioners," says Brian Price, Delivery Director at The Data Practice. "Our partnership with the Eden Smith Group represents an exciting expansion of our consulting capabilities, enabling us to better serve our clients' evolving needs. Like Eden Smith, we value a community delivering innovative, creative, sustainable solutions." The team assembled by The Data Practice includes some of the finest data experts available today. With Eden Smith Group, they have a partnership that enables clients to benefit from cutting-edge, #sustainable data solutions for future success. Tony Cassin-Scott, Strategy Director at The Data Practice, said: “As organisations start to implement their AI roadmaps I’m excited that TDP will be collaborating with Eden Smith data consulting specialists on delivering sustainable value outcomes.” With Matt Smith Jez Clark #datamonetisation #sustainablesolutions #airoadmaps

𝗜𝗻 𝘁𝗼𝗱𝗮𝘆'𝘀 𝗱𝗮𝘁𝗮-𝗱𝗿𝗶𝘃𝗲𝗻 𝗹𝗮𝗻𝗱𝘀𝗰𝗮𝗽𝗲, 𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗶𝗻𝗴 𝗱𝗮𝘁𝗮 𝗲𝗳𝗳𝗲𝗰𝘁𝗶𝘃𝗲𝗹𝘆 𝗶𝘀 𝗲𝘀𝘀𝗲𝗻𝘁𝗶𝗮𝗹 𝘁𝗼 𝗱𝗿𝗶𝘃𝗶𝗻𝗴 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝘃𝗮𝗹𝘂𝗲 The 𝗠𝗲𝗱𝗮𝗹𝗹𝗶𝗼𝗻 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 provides a strategic, layered approach to data management, dividing the pipeline into three key stages: Bronze, Silver, and Gold. At the Bronze layer, raw data is ingested, serving as a foundational landing zone without the need for schema. The Silver layer then takes this raw data, applies transformations, and organizes it into structured, clean datasets. Finally, the Gold layer aggregates this data into business-ready insights that fuel advanced analytics, AI/ML models, and real-time decision-making. This architecture ensures not only data quality but also scalability and efficiency, allowing businesses to make confident, data-driven decisions. It’s this structured approach that enables teams to extract meaningful insights from complex datasets, improving everything from reporting to forecasting. At Dataoids, our experience implementing the Medallion Architecture for diverse industries highlights its power to revolutionize data operations and enhance business intelligence. Interested in exploring how your data can be transformed? Let’s discuss. #DataArchitecture #MedallionArchitecture #DataEngineering #BusinessIntelligence #AIandML #AdvancedAnalytics #DataManagement #DataTransformation #ScalableSolutions #DataDriven #BI #DataIntegration #CTOLeadership #DataOps #DigitalTransformation

🚀 Shoutout to Katrina Menne at Aimpoint Digital for breaking down Sigma’s Fall 2024 product launch! Spolier alert, data models were a hit! From AI-powered insights to enhanced data modelling, Katrina dives into how our latest features are empowering businesses to move faster, collaborate smarter, and drive real results. 💡 Curious how Sigma’s innovations can transform your data strategy? Check out her expert take here 👉

Come to our Virtual Data Webinar and discover the evolution of the Data Mesh concept in the past 5 years and its potential application within your organisation. The Data Mesh framework focuses on decentralising data ownership to domains, promoting self-service data infrastructure, and integrating product thinking in data management. This shift towards domain-driven data practices enhances scalability, accelerates innovation, builds trust in data, and fosters a more effective and data-centric organisational environment. #DataMesh #Innovation

🚀 Shoutout to Katrina Menne at Aimpoint Digital for breaking down Sigma’s Fall 2024 product launch! From AI-powered insights to enhanced data modeling, Katrina dives into how our latest features are empowering businesses to move faster, collaborate smarter, and drive real results. 💡 Curious how Sigma’s innovations can transform your data strategy? Check out her expert take here 👉

Unstructured data integration is the key to unlocking unprecedented business intelligence. Here's what forward-thinking leaders need to know: 1️. Big Data Diversity: 80% of enterprise information is unstructured, growing at 55% annually. How are you harnessing this data goldmine for actionable insights? #BigDataAnalytics 2️. ROI Impact: Data inaccuracies cost businesses $3.1 trillion yearly. What's the potential ROI of improved data quality for your organization? #DataQuality 3️. AI-Driven Insights: While 92% of companies use AI for data analysis, 68% struggle with bias. Is your AI enhancing or compromising your business intelligence? #AIinBusiness 4️. Data Integration Challenges: 81% of IT leaders report difficulties in breaking down data silos. How are you unifying your data sources for comprehensive insights? #DataIntegration 5️. Scalable Data Management: By 2025, global data creation will reach 180 zettabytes. Is your data infrastructure ready for this exponential growth? #DataManagement At SAINCUBE, we're committed to helping enterprises turn data challenges into competitive advantages. But the question remains: Is your data strategy equipped to drive digital transformation and business growth? Share your thoughts! How is your organization tackling unstructured data challenges? #DataDrivenDecisions #UnstructuredData #BusinessIntelligence #DataAnalytics #DigitalTransformation #EnterpriseAI #DataStrategy #InformationManagement #BusinessInsights #FutureofData #LinkedInDataExperts

Read Ei Square®'s latest blog to understand how to embrace chaos in a centralised insights or data transformation project. We all know that most, if not all, have stages of chaos and the mechanism pointed in the blog will not remove the chaos but will help to embrace it in a better way. Enjoy reading! #data #datatransformation #centralisedinsights #dataculture #datastrategy #projects