Putting the "I" Back into BI
The book "Enterprise Intelligence" was given a light-hearted cover with a Hawaiian pizza design, chosen by the author's wife. The pineapple and ham toppings symbolize the AI and BI aspects, and the colors reflect the author's hometown. Despite not being a fan of Hawaiian pizza, the author celebrated the book cover choice with a special order.
"The Intelligence of a Business" is the title I had envisioned for my book published about a month ago (June 21, 2024). However, my book was instead given the name, Enterprise Intelligence. I do like the title--I approved it and understand how it could be more "marketable". But it doesn't capture the soul of the … Continue reading The Intelligence of a Business
This blog revisits the traditional "analytics maturity model," providing a new perspective from the book "Enterprise Intelligence." The four analytics maturity levels: Descriptive, Diagnostic, Predictive, and Prescriptive, are explained along with their impact in the AI era. The blog emphasizes the importance of understanding these levels and their role in enterprise intelligence.
In today's rapidly evolving data analytics landscape turbo-charged by AI, businesses require an informationally-scalable infrastructure. "Enterprise Intelligence" offers a comprehensive framework integrating modern advancements like data mesh, knowledge graphs, and Large Language Models. The book addresses governance issues, providing a robust foundation for decision-making in an AI-driven world.
Expanding BI Analyst Horizons with AI In the landscape of Business Intelligence (BI), the integration of AI and advanced reasoning in the enterprise is essential for staying afloat. To fully integrate with AI, traditional BI analysts, accustomed to working with empirical data and generating reports, must now expand their skills to include deeper analysis, evaluation, … Continue reading Exploring the Higher Levels of Bloom’s Taxonomy
In the pursuit of data-driven excellence, quick and well-informed decision-making is crucial for enterprises. Online Analytical Processing (OLAP) facilitates this by enabling rapid analysis of multidimensional data. Despite challenges from big data and cloud technologies, OLAP's role has resurged in managing vast data volumes, supporting complex analysis, and bridging structured and unstructured data for enterprise intelligence.
The book "Enterprise Intelligence" by Technics Publications, set to release on June 21, 2024, advocates for integrating AI with Business Intelligence to enhance enterprise performance. It emphasizes the importance of critical/creative thinking alongside AI and details a framework for Augmented Enterprise Intelligence. The book explores the merge of BI data and advanced AI to build adaptable and thriving enterprises in a rapidly evolving business landscape.
Introduction Back in 2006, I developed an ambitious idea that, though ahead of its time, now poses exciting possibilities in our data-driven era. The concept was simple yet potent: to construct a graph mapping various elements (such as database columns and parameters) used in formulas across Key Performance Indicator (KPI) statuses. The aim was to … Continue reading KPI Status Relationship Graph Revisited with LLMs
Previously on Embedding a Data Vault in a Data Mesh ... In Part 1, I introduced the notion of using a Data Vault as a domain-spanning "data warehouse layer" in a Data Mesh. Part 1 - Introduction. Overview of the main idea of implementing a Data Vault in a Data Mesh. I also briefly discuss … Continue reading Embedding a Data Vault in a Data Mesh – Part 2 of 5 – Event Storming to Domain Model
______ Oct 2, 2023 - Quick update since the original post date (March 21, 2022) - I wrote a newer version at my Kyvos Insights blog page. It's shorter, a little more LLM-y, Knowledge Graph-y, and focuses more on the benefits of Kyvos' Semantic Layer and the superb query performance: https://www.kyvosinsights.com/blog/knowledge-graph-bi-component-insight-space-graph/ ______ The Insight Space Graph … Continue reading Insight Space Graph
Soft Coded Logic 