Introduction

Definitive Digital Transformation (DDT) is the world’s largest knowledge base about digital transformation, built with Machian’s Knowledge Synthetizer System.

One of the core issues with digital transformation from a practitioner’s perspective is the lack of a comprehensive, always-updated resource to help navigate this complex world. There are tens of thousands of articles, books, and papers about digital transformation, but they all tend to focus on a small set of topics, leaving out the connections and context that are essential to form a complete picture.

Imagine a never-tiring team of researchers, analysts, and writers laser-focusing on digital transformation 24/7, searching and scouring all possible digital transformation information, synthesizing all the knowledge they can find, and compiling it all into an in-depth “wikipedia of digital transformation.” This is DDT.

History

DDT started as an internal knowledge graph for Machian designed to help us maintain a comprehensive, always up-to-date understanding of all things digital transformation.

Soon, the project grew in size and content complexity, and we realized we needed to build a system that could handle the scale of the vast number of articles, books, and papers about digital transformation.

We had been working on an agentic information synthesizer system for a while, and we decided to use DDT as a pilot case for this system.

After processing +100 million LLM tokens and +10,000 websites/docs/papers/reports, DDT 1.0 was completed.

DDT 1.0 represents a significant achievement, but it is just the beginning. While DDT 1.0 establishes the static knowledge base of digital transformation, our work continues. Stay tuned.