AI and Taxes: Data Estate & Governance The data estate architecture described here provides the foundation for sustained AI innovation in tax administration over 5-to 20-year time horizons, while maintaining the highest standards of security, privacy, and governance. Read part 3: https://www.dinisguarda.com/ai-taxes-priority-use-cases-ranked-roi-feasibility/ The foundation of AI-enhanced tax administration rests on a comprehensive data infrastructure that spans decades of fiscal Read more […]
AI And Taxes: Priority Use-Cases (Ranked by ROI & Feasibility) Successful AI transformation in tax administration requires strategic prioritisation of use-cases based on return on investment, technical feasibility, and institutional readiness. Priority Use-Cases include AI-driven audit selection, real-time transaction analytics, revenue forecasting, casework copilots, and transfer pricing detection, creating a roadmap that ensures early wins and long-term capability building. Artificial Read more […]
AI and Taxes: Vision & Design Principles AI can revolutionise tax systems, turning fragmented data into real-time insights that boost efficiency, fairness, and trust. Success depends on clear principles, sovereign control, explainable decisions, human oversight, and compliance-first design. When integrated thoughtfully, AI becomes more than automation; it drives a proactive, knowledge-driven, and accountable tax administration for the modern era. Read part 2: https://www.dinisguarda.com/ai-tax-solutions/ AI Read more […]
AI in Taxes: Existing Gaps in Global Tax Infrastructure and AI Solutions Tax systems worldwide face revenue losses, inefficiency, and fairness issues that traditional methods cannot solve. AI can transform tax administration by automating processes, detecting fraud, improving compliance, and enabling real-time monitoring, helping governments recover billions, close gaps, and deliver better public services. Read part 1 here: https://www.dinisguarda.com/ai-taxes-key-insights-current-infrastructure-frameworks/ Tax Read more […]
AI And Taxes: Key Insights, Current Infrastructure & Frameworks Generative AI (GenAI) for every central area of the tax function is an enabler of transformation: governance & leadership, people, controls, processes, and technology/data, as well as determining whether tasks are more suited for insourcing (done internally) or outsourcing. Tax administrations worldwide are undergoing a fundamental transformation driven by the adoption of digital technology, the development of regulatory Read more […]
50 Most Powerful Technologies Trends of our Society 5.0 Time “Everybody is a genius. But if you judge a fish by its ability to climb a tree, it will live its whole life believing that it is stupid.” — Albert Einstein “Our technology, our machines, is part of our humanity. We created them to extend ourselves, and that is what is unique about human beings.” Ray Kurzweil What are the most powerful technologies of our society 5.0 times? How can we cope with them?. The concept of society Read more […]
Blockchain and AI – Convergence Foundational Technologies “The pace of progress in artificial intelligence (I’m not referring to narrow AI) is incredibly fast. Unless you have direct exposure to groups like Deepmind, you have no idea how fast—it is growing at a pace close to exponential. The risk of something seriously dangerous happening is in the five-year time frame. 10 years at most.” —Elon Musk wrote in a comment on Edge.org “We must address, individually and collectively, moral Read more […]