Enterprise Intelligence: Bridging the Gaps between Wisdom, Business Intelligence, Knowledge Graphs, and Artificial Intelligence

Enterprise Intelligence: Bridging the Gaps between Wisdom, Business Intelligence, Knowledge Graphs, and Artificial Intelligence Description

Harness the Power of BI and AI-Utilize highly curated BI data, an enterprise knowledge graph, and advanced AI to build a resilient and intelligent enterprise capable of making innovative decisions. In the unprecedently evolving landscape of technology and business, the terms Business Intelligence (BI) and Artificial Intelligence (AI) represent different facets of "intelligence." However, when combined, they create a powerful synergy that transforms enterprises into dynamic, highly adaptive entities capable of thriving in an ever-changing ecosystem. This book is the first in a series designed to guide corporations from lumbering entities to becoming agile, high-performing organisms. By integrating BI structures into an Enterprise Knowledge Graph (EKG), businesses can develop a central nervous system more on par with those of living organisms, to enhance decision-making and performance. The main topics covered include: The Sudden Leap Forward: Understand the problem we face with the sudden advent of high-quality large language models (LLMs) and how they bridge the gap between human and machine intelligence. The Intelligence of a Business: Explore the desires, fears, and competitive strategies of enterprises, and the need for an expansive field of vision and a central nervous system akin to living organisms. Knowledge Graphs and LLMs: Delve into the components of the EKG, including a Knowledge Graph (KG) authored by subject matter experts, a Data Catalog (DC) that organizes metadata, and BI-derived structures like the Insight Space Graph (ISG) and Tuple Correlation Web (TCW). Building the Corporate Brain: Learn how to capture the insights and patterns from BI analysts' activities across the enterprise, creating a single integrated source of insights that functions like a human brain. Architecture and Implementation: Gain practical guidance on the architecture of the EKG, BI-charged components, and special patterns for implementation to solve complex business problems. With the advent of highly capable and accessible AI, the pieces needed to build an integrated enterprise "brain" are now within reach. This book provides the essential knowledge and tools to harness BI and AI, transforming your business into a thriving, intelligent organism ready to navigate the complexities of the modern world.