Generated by Rank Math SEO, this is an llms.txt file designed to help LLMs better understand and index this website. # Modelware Systems: Modelware Systems offers expert-led training designed to help you achieve the prestigious Certified Data Management Professional (CDMP®) designation. ## Sitemaps [XML Sitemap](https://www.modelwaresystems.com/sitemap_index.xml): Includes all crawlable and indexable pages. ## Pages - [Know Your Value](https://www.modelwaresystems.com/training/know-your-value/): Know Your Value (KYV) — Modelware Systems Integrated Value Management · Data Talent Strategies A Modelware Discipline KNOW YOUR VALUE From effort to measurable change. The operating discipline that turns Data & AI talent investment into business value the board can see, measure, and trust. For the leaders who fund it — and the professionals who deliver it. Get the book ↗ Bring KYV to your team Watch · Modelware Training & Advisory See the problem — and the discipline — in four minutes A short film on why Data & AI talent struggles to prove its worth — and how Know Your Value turns effort into measurable change. Your browser does not support embedded video. Watch it on Google Drive. The Lonely Tower · Modelware Training & Advisory The talent–value gap You are spending on Data & AI talent. Can you prove the return? Capability has expanded — but the mechanism to convert it into provable value is missing. Three questions expose the gap: 01 · ImpactWhy do elite technical teams fail to move P&L-level objectives? 02 · Training ROIWhy do certifications not correlate with measurable efficiency or revenue? 03 · SustainabilityWhy is burnout surging while leaders struggle to justify headcount? What KYV is A discipline, not a mindset shift Know Your Value is a rigorous, repeating cadence that asks every contributor to prove the commercial worth of their work — reframing value through three pillars. ↗Outcome ReframingShift from activity (tasks completed) to outcomes (goals achieved) — so technical work speaks the language of the business. ≡Value CategorisationClassify every initiative as Revenue Generation, Cost Reduction, or Risk Mitigation — making the nature of each contribution explicit. ◎Visible EvidenceA standardised reporting protocol that makes technical progress visible as financial and operational gain. Who it is for Built for leaders and the professionals they back For LeadersMake talent a value engine Tie every technical action to a commercial objective Report Data & AI ROI in board-credible, financial language Reframe governance as value protection & trust enablement Move from speculative hiring to a disciplined value system For PractitionersArticulate your impact, on your terms Turn vague tasks into measurable value statements Classify your work — expand value, contain overhead, cut waste Align your career strategy to where the business is going Grow by value contribution, not by title Work with us Four ways to put KYV to work The BookBuilding a Data & AI Talent Strategy That Delivers Measurable ValueFrom skills and roles to outcomes and business impact. Register your interest for early access and launch updates.Register interest → AdvisoryKYV ConsultingImplement the KYV operating discipline across your data & AI function — personas, value categorisation, and board-grade value reporting.Book a conversation → TrainingWorkshops & ProgrammesFacilitated sessions that take teams from effort to measurable change — SFIA-aligned, hands-on, and built for your context.Request a workshop → SpeakingTalks & Thought LeadershipBring the KYV perspective to your conference, leadership offsite, or community — as presented to the SAIIE.Invite us to speak → Forthcoming book The era of speculative hiring is over. “Most organisations invest heavily in Data and AI talent but struggle to prove value. This book shows how to design, operationalise, and govern a talent strategy that consistently delivers measurable business outcomes.” Join the early list Know Your ValueBuilding a Data & AI Talent Strategy That Delivers Measurable ValueHoward Diesel · Modelware Systems Know your value. Then prove it. Turn data & AI talent into outcomes the business can see, measure, and trust. Start the conversation modelwaresystems.com Data capability, value management, and information governance. Contacthoward@modelwaresystems.commodelwaresystems.com AboutHoward Diesel — CDMP Master · President, DAMA South Africa · Chief Data Officer, Modelware Systems © 2026 Modelware Systems. Know Your Value (KYV) and the KYV discipline are works of Modelware Systems. Built on Integrated Value Management & Data Talent Strategies; SFIA-aligned. - [Business Data Steward Course](https://www.modelwaresystems.com/training/business-data-steward/): Our Business Data Steward Course offers a comprehensive curriculum focused on establishing strong Data Governance practices. Participants will learn how to evaluate the business impact of data stewardship initiatives, implement critical data management artefacts, develop accountability frameworks for data roles, and design effective data stewardship plans. By the end of the course, attendees will have the knowledge and tools to ensure that enterprise data is managed as a valuable business asset, aligning with organisational goals and regulatory requirements.  - [Artificial Intelligence Governance](https://www.modelwaresystems.com/training/ai-governance-unification/): The AI Governance: Unification of Corporate, Data and Records Governance Training Course is a multi-day, hands-on training program focused on integrating governance across data, records, and AI systems. The course emphasises operationalisation, risk management, compliance, and practical implementation using real-world case studies and frameworks. - [Training Webinar Videos](https://www.modelwaresystems.com/training-webinar-videos/) - [Upcoming Webinars](https://www.modelwaresystems.com/upcoming-webinars/) - [Sitemap](https://www.modelwaresystems.com/sitemap/): Pages About Us Our Services Our Team CDMP Contact FAQs Home Our Partners Privacy Policy Training Artificial Intelligence Governance Business Data Steward Course CDMP DIY Data Management Data Architecture Data Governance Data Integration & Interoperability Data Management Data Modelling Data Quality DW, BI, Big Data and Data Science Know Your Value Metadata Management for Certification Reference and Master Data Training Webinar Videos Upcoming Webinars Webinar Content Hub Who are we - [Metadata Management for Certification](https://www.modelwaresystems.com/training/metadata-management/): Day One:IntroductionPre-AssessmentMetadata Management - DMBOK Chapter 12Goals and Business Drivers, Essential Concepts, StandardsMetadata Architecture, Metadata Activities - [Data Integration & Interoperability](https://www.modelwaresystems.com/training/data-integration-interoperability/): Course Duration: 2 DaysThis course is for all Data Integration specialists, Data Engineers, Data Warehousing specialists, and DBAsFor course breakdown, click here - [Our Partners](https://www.modelwaresystems.com/our-partners/) - [Who are we](https://www.modelwaresystems.com/who-are-we/): @media (max-width: 767px) { - [CDMP](https://www.modelwaresystems.com/cdmp/): DAMA International offers the CDMP ® Certification programme to enable international recognition of a data professional's knowledge, skills and experience in the data field. This recognition can be utilised to open doors to other career opportunities.Please attend our How-to training courses for the practical application of any Data Management knowledge areas.  - [Reference and Master Data](https://www.modelwaresystems.com/training/reference-and-master-data/): The Reference & Master Data for Certification course covers all aspects of a Reference & Master Data Professional’s responsibilities, as well as preparing them to confidently take the CDMP Reference & Master Data Specialist exam.  The course explains the Reference & Master Data chapter in the DMBOK, including use cases and examples, and connects concepts to related aspects across the other Data Management Functions. - [DW, BI, Big Data and Data Science](https://www.modelwaresystems.com/training/data-warehousing-bi-big-data-and-data-science/): The Data Warehousing & Business Intelligence for Certification course covers all aspects of a Data Warehousing & Business Intelligence Professional’s responsibilities, as well as preparing them to confidently take the CDMP Data Warehousing & Business Intelligence Specialist exam.  The course explains the Data Warehousing, Business Intelligence, Big Data and Data Science chapters in the DMBOK, including use cases and examples, as well as connecting concepts to the related aspects in the other Data Management Functions. - [Data Quality](https://www.modelwaresystems.com/training/data-quality-for-certification/): Course Duration: 2 DaysThis course is for all Data Management and Data Quality professionalsFor course breakdown, click here - [Data Modelling](https://www.modelwaresystems.com/training/data-modelling-for-certification/): The Data Modelling for Certification is an excellent, interactive, and complete Data Modelling course prepared by Data Modelling guru Steve Hoberman (www.stevehoberman.com), which covers all aspects of a Data Modeller’s responsibilities, as well as preparing them to confidently take the CDMP Data Modelling & Design Specialist exam.  The course explains all aspects of planning, eliciting requirements to align the model with business requirements, preparing and refining Relational and Dimensional models, as well as the technology-dependent design of physical data models. - [Data Governance](https://www.modelwaresystems.com/training/data-governance-for-certification/): Course Duration: 3 DaysThis course is for all Data Governance professionalsFor course breakdown, click here - [Data Architecture](https://www.modelwaresystems.com/training/data-architecture/): How-to Plan Data is a practical course of all the Data Architecture aspects contained in the DMBOK Version 2 Revised Edition in detail, providing techniques for all the activities and templates for all the deliverables and in some cases, the inputs.   Data Architecture is defined as identifying the data needs of the enterprise (regardless of structure) and designing and maintaining the master blueprints to meet those needs. It includes using master blueprints to guide data integration, control data assets, and align data investments with business strategy. - [CDMP DIY Data Management](https://www.modelwaresystems.com/training/cdmp-diy/): This DIY Data Management CDMP Certification course is designed for someone with DMBOK knowledge and experience who needs to prepare to write the CDMP® Data Management Fundamentals exam in their own time. It focuses on Active Learning through test questions with review, rather than on Passive Learning, as in a lecture-based course. You need your own DMBOK Revised Version 2, but there are optional extras, such as our comprehensive summary and the recordings from one of our Refresher Saturday Workshops. - [Our Services](https://www.modelwaresystems.com/about-us/our-services/): Our approach is rooted in proven frameworks and deep industry expertise, ensuring every engagement drives measurable value and long-term impact. - [Data Management](https://www.modelwaresystems.com/training/data-management-for-certification/): Course Duration: 4 DaysThis course is for all Data Management ProfessionalsFor course breakdown, click here - [Webinar Content Hub](https://www.modelwaresystems.com/blog/): Search - [FAQs](https://www.modelwaresystems.com/faq/): Find answers to commonly asked questions about Modelware System's training courses. - [Our Team](https://www.modelwaresystems.com/about-us/our-team/): This page introduces the core team behind Modelware Systems, featuring key leaders such as Founder & Chief Data Officer Howard Diesel, CEO & Head Trainer Veronica Diesel, as well as other senior staff like Paul Bolton (Head of Sales & Project Manager), Debbie Diesel (Social Marketing & Sales Manager), Monica Diesel (Marketing & Project Manager), and Lachlann Diesel (Marketing & Project Manager). - [Contact](https://www.modelwaresystems.com/contact/): If you have any questions or would like more information regarding training, advisory and consultancy work and/or webinars, please contact us! - [Training](https://www.modelwaresystems.com/training/): We offer a comprehensive range of courses designed to equip you with the necessary skills and knowledge needed to manage data effectively. We understand the importance of having comprehensive data management techniques, and our courses are tailored to ensure you understand not only why it is crucial to manage data but also how to do it (and to certify!). Our trainers are industry professionals with years of experience and have been trained to deliver innovative and up-to-date training courses.Join us and take the first step towards becoming a fully Certified Data Management Professional and managing your data efficiently. Each course is offered to individuals and teams. - [About Us](https://www.modelwaresystems.com/about-us/): Modelware Systems is a company that exists to increase data sophistication levels. The heart of Modelware is to help people in businesses, through training and consulting, by ensuring the business’ data is trusted, understood, accurate, presented and used in a meaningful, secure, and consistent manner. For every business, successful data management is a strategic business advantage.Our mission is to support businesses and organizations by providing training on collecting, organising, interpreting, and using data correctly through successful customer engagements. Through these successful engagements, we enhance the value, quality, security, understanding and successful usage of business data by providing our clients with customized solutions made up of advisory, learning, consulting, and mentoring engagements. - [Home](https://www.modelwaresystems.com/): If you’re interested in our DAMA DMBOK training programs or have any questions about the DAMA certification process, don’t hesitate to reach out. Our team is ready to assist you in selecting the right course and providing all the information you need. Let Modelware Systems be your partner in achieving DMBOK certification and advancing your career in data management. - [Privacy Policy](https://www.modelwaresystems.com/privacy-policy/): This is a notice for anyone who has dealings with Modelware Systems (Pty) Ltd. This includes visitors to our website, our customers and potential customers, suppliers and business partners, and juristic persons (this is because the South African privacy legislation, POPIA, protects both natural, living persons and juristic persons.)  ## Posts - [How to Prepare for CDMP® Specialist exams – Ref & Master, DW & BI, I.I](https://www.modelwaresystems.com/blog/how-to-prepare-for-cdmp-specialist-exams-ref-master-dw-bi-i-i/): This webinar highlights the importance of a Unified Meta Model in Data Management, focusing on templates, specialized tools, and effective preparation strategies for Business Intelligence exams and data governance. - [How to Prepare for CDMP® Data Modelling Specialist Exam](https://www.modelwaresystems.com/blog/how-to-prepare-for-cdmp-data-modelling-specialist-exam/): Title: How to Prepare for CDMP® Data Modelling Specialist ExamDate: 2023-08-10Presenter: Howard DieselMeetup Group: African Data Management Community ForumWrite-up Author: Howard Diesel - [What are the steps to CDMP Certification?](https://www.modelwaresystems.com/blog/what-are-the-steps-to-cdmp-certification/): DAMA International offers the CDMP Certification programme to enable international recognition of a data professional's knowledge and skills.  - [How ISO27001 Should Integrate with Data Management & Data Protection Purposes with Caroline Mouton](https://www.modelwaresystems.com/blog/how-iso27001-should-integrate-with-data-management-amp-data-protection-purposes-with-caroline-mouton/): This webinar discusses data privacy, emphasizing legal frameworks like POPIA and GDPR, the importance of ISO standards, risk management, auditing, and cyber insurance for enhancing data security and compliance. - [How to Buy and Register for a CDMP® Exam Using a Coupon](https://www.modelwaresystems.com/blog/how-to-buy-and-register-for-a-cdmp-exam-using-a-coupon/): This webinar explores the CDMP® Exam, focusing on online exam procedures, structured learning, and key topics like data management, data quality, and data governance evaluation. - [DMBOK Revised Version (CDMP Fundamentals Exam) – Episode 2](https://www.modelwaresystems.com/blog/dmbok-revised-edition-episode-2/): This webinar covers the Revised DMBOK, including the transition to Canvas, exam procedures, data quality, information security, data modelling, ethics in data science, and the use of data lineage tools. - [How to Prepare for the Data Governance CDMP Specialist Exams](https://www.modelwaresystems.com/blog/how-to-prepare-for-the-data-governance-cdmp-specialist-exams/): This webinar offers essential insights for the Data Governance CDMP® Specialist exam, covering exam selection, preparation strategies, data quality, governance best practices, and certification details for professional success. - [How to Prepare for the CDMP Data Quality Specialist Exam](https://www.modelwaresystems.com/blog/how-to-prepare-for-the-cdmp-data-quality-specialist-exam/): This webinar emphasises data quality's critical role in project management, business strategies, and cost impact, while exploring data stewardship, analytical methods, and market opportunities for tech startups. - [AI Governance for Data Professionals](https://www.modelwaresystems.com/blog/ai-governance-for-data-professionals/): This webinar focuses on AI and data governance, highlighting ethical considerations, automation in claims and fraud detection, and the need for robust frameworks to ensure responsible AI implementation across industries. - [AI Governance for Data Managers](https://www.modelwaresystems.com/blog/ai-governance-for-data-managers/): This webinar covers AI governance, data quality, and Total Quality Management. Howard Diesel discusses effective chatbot development, fraud detection, and enhancing insurance claims processing through improved AI strategies. - [Data Talent Strategy for Data Executives](https://www.modelwaresystems.com/blog/data-talent-strategy-for-data-executives/): This webinar highlights executives' roles in value generation through AI integration, technical debt management, and diverse thinking, focusing on optimising resources and strategies for future organisational growth and efficiency. - [AI Governance for Data Executives](https://www.modelwaresystems.com/blog/ai-governance-for-data-executives/): This comprehensive webinar explores the critical intersection of artificial intelligence and data governance, providing data executives with essential insights into machine learning implementation, bias detection, model deployment, and governance frameworks. - [AI Governance for Data Citizens](https://www.modelwaresystems.com/blog/ai-governance-for-data-citizens/): Unified Governance in AI and Data Management: Navigating Cybersecurity, Ethical Challenges, and Compliance. Strategies for Implementation in Higher Education, Health, and Business Environments. Advancements with Graph Databases. - [Climate Science & AI – Understanding Change, Driving Action with Dr. Horen Kuecuekyan](https://www.modelwaresystems.com/blog/climate-science-ai-understanding-change-driving-action-with-dr-horen-kuecuekyan/): This webinar explored the intersection of climate science and artificial intelligence, examining how machine learning techniques can help us understand and address climate change. Dr. Kuecuekyan shared insights from his extensive background in machine learning applications, discussed current climate challenges, and highlighted both the potential and limitations of AI in climate research. - [Fuel for the Machine: The Semantic Foundation of AI with Howard Diesel](https://www.modelwaresystems.com/blog/fuel-for-the-machine-the-semantic-foundation-of-ai-with-howard-diesel/): The webinar discusses transitioning to non-deterministic systems in AI management, emphasising master data integration, tooling, symbiotic ecosystems, and trustworthy AI pillars, including ethics and effective records management. - [Winning the Lexical, Semantic, Ontic Trifecta with John O’Gorman](https://www.modelwaresystems.com/blog/winning-the-lexical-semantic-ontic-trifecta-with-john-ogorman/): This webinar discusses integrating Large Language Models, covering Semantium Protocols, Atomic Information, human factors in AI interaction, and the significance of semantics, concluding with a Q&A on culture and meaning. - [Data Talent Strategy for Data Professionals](https://www.modelwaresystems.com/blog/data-talent-strategy-for-data-professionals/): This webinar highlights career development by defining personal and professional value, exploring visibility, beneficiaries, and autonomy, while engaging participants in discussions to align individual and organisational goals effectively. - [Data Talent Strategy for Data Citizens](https://www.modelwaresystems.com/blog/data-talent-strategy-for-data-citizens/): This webinar enhances workplace productivity through task classification, boundary-setting, the SFIA Framework, strategies against interruptions, and insights into AI automation, emphasising focus in a distraction-prone environment. - [The Reliable Data Platform Framework: Engineering Data Platforms That Last with Attia Elsayed](https://www.modelwaresystems.com/blog/the-reliable-data-platform-framework-engineering-data-platforms-that-last-with-attia-elsayed/): This webinar presents a structured six-phase framework for enhancing organisational reliability, focusing on trust, proactive problem-solving, and key insights into architecture, team dynamics, and continuous integration practices. - [Data Talent Strategy for Data Managers](https://www.modelwaresystems.com/blog/data-talent-strategy-for-data-managers/): This webinar explores career development, individual value, and the Growth Architect role, covering change management, data talent ROI, employee turnover costs, AI's HR impact, and the significance of soft skills. - [Beyond the Sandbox: Practical MLOps for the Deployed Data Scientist with Ankit Anand, Scott Burk, and Kinshuk Dutta](https://www.modelwaresystems.com/blog/beyond-the-sandbox-practical-mlops-for-the-deployed-data-scientist/): This webinar explores the evolving role of data scientists, focusing on practical applications, effective communication, robust data strategies, model explainability, and monitoring for successful data initiatives. - [Data & AI DAC Architecture with Mustafa Qizilbash](https://www.modelwaresystems.com/blog/data-ai-dac-architecture-with-mustafa-qizilbash/): This webinar explores modern architectural challenges in AI, focusing on Data Architecture principles, operating models, and the Medallion approach, fostering discussion on integration, data quality, and governance. - [Glossary & Semantic Workbench for Data Executives](https://www.modelwaresystems.com/blog/glossary-semantic-workbench-for-data-executives/): This webinar emphasises enhancing business communication through lexical frameworks, exploring meaning tracking, internal lexicons, data quality, and automation simulations to align lexical understanding with business goals. - [Transform your Data Office to adopt a Vision and Value-Driven focus](https://www.modelwaresystems.com/blog/transform-your-data-office-to-adopt-a-vision-and-value-driven-focus/): This webinar highlights Data Storytelling, emphasising memory, the Dishwasher Analogy, obstacles, financial budgets, resistance to change (Adidas case study), and concludes with a Q&A and future course overview. - [The Confidence to Act: Why DG Fails in Practice & What Makes It Hold with Karima Makrof](https://www.modelwaresystems.com/blog/the-confidence-to-act-why-dg-fails-in-practice-what-makes-it-hold-with-karima-makrof/): This webinar examines the vital connection between trust and data-driven decision-making, addressing governance challenges, the role of AI, and strategies for fostering organisational resilience, concluding with a Q&A and book giveaway. - [A Live Reading with Tiankai Feng: Robby Just Wants to Help](https://www.modelwaresystems.com/blog/a-live-reading-with-tiankai-feng-robby-just-wants-to-help/): https://youtu.be/VQEMAOIxndo - [Glossary & Semantic Workbench for Data Professionals](https://www.modelwaresystems.com/blog/glossary-semantic-workbench-for-data-professionals/): This webinar highlights key components of the DAMA Dictionary Upgrade, focusing on six glossary quality levels that enhance data management effectiveness and ensure robust, usable data dictionaries in organisations. - [The Director’s Duty under KING V with Caroline Mouton](https://www.modelwaresystems.com/blog/the-directors-duty-under-king-v-with-caroline-mouton/): This webinar explores data, technology, ethics, and governance, emphasizing ethical frameworks, King 5 principles, AI literacy, and compliance as vital for effective corporate IT governance and risk management. - [Glossary & Semantic Workbench for Data Citizens](https://www.modelwaresystems.com/blog/glossary-semantic-workbench-for-data-citizens/): This webinar emphasizes effective knowledge management, data integration, clear terminology, SME sign-off, AI integration, glossary reconciliation, and adherence to research ethics, promoting continuous innovation and collaboration in these fields. - [Context is Everything with Remco Broekmans](https://www.modelwaresystems.com/blog/context-is-everything-with-remco-broekmans/): This webinar explores context identification in data management, covering core concepts through engaging analogies, ensemble modelling, address challenges, and data marts, concluding with a Q&A session for clarity. - [Data Literacy Is More than a Workplace Skill — and That Changes Everything with Dave Wells](https://www.modelwaresystems.com/blog/data-literacy-is-more-than-a-workplace-skill-and-that-changes-everything-with-dave-wells/): This webinar emphasises data literacy as an essential skill for personal and professional growth, fostering critical thinking and curiosity while addressing misconceptions and promoting understanding from childhood to the workplace. - [Glossary & Semantic Workbench for Data Managers](https://www.modelwaresystems.com/blog/glossary-semantic-workbench-for-data-managers/): This webinar highlights trade finance, innovative technology integration, ISO standards, effective data management, and the challenges of entities, facets, and agents for optimising governance and decision-making processes. - [Supercharge your AI & Data Models with Pascal Desmarets](https://www.modelwaresystems.com/blog/supercharge-your-ai-data-models-with-pascal-desmarets/): This webinar highlights strategic metadata management's role in enhancing business intelligence, addressing challenges like dark data, and improving AI context through semantic knowledge graphs and industry standards. - [AI-Assisted Policy Development: Escalation Judgment for Data Professionals](https://www.modelwaresystems.com/blog/ai-assisted-policy-development-escalation-judgment-for-data-professionals/): This webinar emphasises key strategies for AI integration in insurance, focusing on governance, compliance, and performance oversight to ensure accountability, transparency, and high-value use case identification. - [AI-Assisted Policy Development: Keeping Humans Responsible for Data Citizens](https://www.modelwaresystems.com/blog/ai-assisted-policy-development-keeping-humans-responsible-for-data-citizens/): This webinar highlights key factors for AI-generated policies, focusing on data integrity, human intuition in decision-making, and the financial sector's need for quality controls and audited insights. - [Why do Women make better Data Modelers? with Terry Smith](https://www.modelwaresystems.com/blog/why-do-women-make-better-data-modelers-with-terry-smith/): Data modelling is vital for identifying business needs, ensuring effective communication, and creating accurate database designs. Skills like negotiation and active listening enhance a data modeller's effectiveness and career success. - [Unlock the Power of Data Stewardship for Data Professionals](https://www.modelwaresystems.com/blog/unlock-the-power-of-data-stewardship-for-data-professionals/): This webinar emphasises data stewardship’s role in optimising business operations, integrating AI in development banking, and enhancing decision-making through effective data strategies and impactful supply chain finance practices. - [Unlock the Power of Data Stewardship for Data Managers](https://www.modelwaresystems.com/blog/unlock-the-power-of-data-stewardship-for-data-managers/): This webinar by Howard Diesel highlights developing a Data Stewardship Training Course, emphasizing objectives, data steward roles, compliance, data quality, communication methods, and innovative impact assessments in data management. - [Unlock the Power of Data Stewardship for Data Citizens](https://www.modelwaresystems.com/blog/unlock-the-power-of-data-stewardship-for-data-citizens/): This webinar emphasizes effective data management and community engagement, covering data authenticity, governance, stewardship, and the importance of asking the right questions for robust business architecture and modeling. - [Why Data Modelling Training & Certification Matters with Hans Hultgren](https://www.modelwaresystems.com/blog/why-data-modeling-training-certification-matters-with-hans-hultgren/): This webinar covers essential elements of the Data Vault approach in enterprise data warehousing, focusing on agility, data quality, master data management, and resources for effective implementation. - [Using the DAMA Wheel to Build a Data Privacy Action Plan](https://www.modelwaresystems.com/blog/using-the-dama-wheel-to-build-a-data-privacy-action-plan-with-graeme-cartwright/): This webinar emphasizes the critical importance of data privacy and management for businesses, addressing risks, laws, governance, compliance, and strategies for effective data handling in today's environment. - [Unlocking the potential of Information Management with Anne Cornish](https://www.modelwaresystems.com/blog/unlocking-the-potential-of-information-management-with-anne-cornish/): This webinar highlights the Global Information Consortium's five-step framework for effective information management, underscoring its importance in overcoming common organisational challenges. Anne Cornish emphasises the need to measure value for building trust, illustrated by the inspiring Bankstown Council story. Additionally, she advocates for creating measurable value, transitioning from gatekeeping to strategic communication within information management, and concludes with a focus on career pathways in knowledge management and an urgent call to action for greater engagement. - [Modernising Data and Forecast Management with SDMX and Semantic Standards with Dr. Daan Steenkamp & Aidan Horn](https://www.modelwaresystems.com/blog/modernising-data-and-forecast-management-sdmx-semantic-standards-with-daan-steenkamp-aidan-horn/): This webinar emphasises the SDMX framework's role in enhancing data management, economic analysis, and automation, while addressing data registry challenges and promoting collaborative efforts in South Africa and the UK. - [Maintaining P.I with Caroline Mouton](https://www.modelwaresystems.com/blog/maintaining-p-i-with-caroline-mouton/): This webinar focuses on personal information compliance, highlighting the Responsible Party and Operator's roles, emphasising data safeguarding through documentation, quality assurance, and active data subject participation, while providing a compliance checklist. - [From Monolith to Contract Driven-Mesh with Corné Potgieter](https://www.modelwaresystems.com/blog/from-monolith-to-contract-driven-mesh-with-corne-potgieter/): This webinar outlines the future of data interaction, focusing on architectures, data readiness for AI, implementation strategies, and includes a live demo with Entropy Data, followed by a Q&A session. - [What is Data Management? Continuing the Discussion with Melissa Tsalicoglou & William Evans](https://www.modelwaresystems.com/blog/what-is-data-management-continuing-the-discussion-with-melissa-tsalicoglou-william-evans/): This webinar discusses key data management concepts, focusing on data stewardship, information architecture, integration strategies, security challenges, and their critical role in organisational success. - [Engineering Reliable Autonomy with Howard Diesel & Dale Rutherford](https://www.modelwaresystems.com/blog/engineering-reliable-autonomy-with-howard-diesel-dale-rutherford/): This webinar explores Deployment of Multimodal Agentic Control (DMAIC) and Agentic AI, emphasising deterministic versus stochastic behaviours, innovative tools, multi-agent orchestration, and key reflections on the subject. - [Data Vault Modelling Challenges and How to Prevent the Obvious Failures](https://www.modelwaresystems.com/blog/data-vault-modelling-challenges-and-how-to-prevent-the-obvious-failures-with-remco-broekmans/): Join renowned Data Vault expert Remco Broekmans in this webinar to tackle common data modelling challenges and explore critical decisions on hubs, links, and satellites for successful data warehousing. - [Data & AI Governance Unification for Data Professionals with Mario Cantin](https://www.modelwaresystems.com/blog/data-ai-governance-unification-for-data-professionals-with-mario-cantin/): This webinar explores challenges in unifying data, AI, and records management, emphasising anomaly detection, data governance, compliance, trust, and ethical frameworks for effective AI decision-making and stewardship. - [Unlock Executive Buy-in for Data Stewardship](https://www.modelwaresystems.com/blog/unlock-executive-buy-in-for-data-stewardship/): This webinar highlights the importance of data stewardship for business performance, emphasising executive engagement, accountability, data quality assessments, and effective data management strategies to foster a culture of compliance. - [Transform your Data Office to adopt a Vision and Value-Driven focus for Data Managers](https://www.modelwaresystems.com/blog/transform-your-data-office-to-adopt-a-vision-and-value-driven-focus-for-data-managers/): This webinar explores data value realization, focusing on data-driven strategies, the Chief Data Officer's role, adaptive strategies, measurement frameworks, and aligning business value with effective data management. - [Transform your Data Office to adopt a Vision and Value-Driven focus – Data Citizens.](https://www.modelwaresystems.com/blog/transform-your-data-office-to-adopt-a-vision-and-value-driven-focus-data-citizens/): This webinar delves into the CDO's role in data governance, emphasizing data quality, strategic communication, and case studies, particularly in consulting and oil & gas for value realization. - [The Path to AGI – Book Launch with John Thompson](https://www.modelwaresystems.com/blog/the-path-to-agi-book-launch-with-john-thompson/): This webinar explores AGI's challenges, ethical implications, job market effects, and innovation perspectives, emphasising critical thinking and AI's potential to unify diverse viewpoints for industry progress. - [The Data Professional Expedition – An Overview](https://www.modelwaresystems.com/blog/the-data-professional-expedition-an-overview/): The Data Professional Expedition is a comprehensive platform offering resources, training, mentorship, and community support to enhance data professionals' career journeys and help them overcome challenges in their field. - [The Conceptual Modelling Journey Map for Data Professionals](https://www.modelwaresystems.com/blog/the-conceptual-modeling-journey-map-for-data-professionals/): This webinar delves into data integration and modeling, covering concepts, validation, various modeling languages, and advanced analytics, while highlighting challenges and opportunities in contemporary data architecture and collaboration. - [Know Your Value – The Strategic Mandate – for Data Executives](https://www.modelwaresystems.com/blog/know-your-value-the-strategic-mandate-for-data-executives/): This webinar delves into executive challenges using the 1000-Day Clock, highlighting business strategy, Chief Data Officer roles, AI implications, and the convergence of technology and social impact. - [AI-Assisted Policy Development: Provenance & Validation for Data Managers](https://www.modelwaresystems.com/blog/ai-assisted-policy-development-provenance-validation-for-data-managers/): This Webinar discusses South African AI policy challenges, emphasising scrutiny of AI outputs, accountability, data integrity, synthetic misinformation, and a 19-step pipeline for audit-ready AI solutions. - [DAMA SA – CDMP & Specialist Q&A](https://www.modelwaresystems.com/blog/dama-sa-cdmp-specialist-qa/): This webinar focuses on crucial updates in data science, covering CDMP certification, exam preparations, industry standards, data quality, compliance, and fostering a data-driven culture within organisations.