Corpora.ai is an advanced research engine and platform designed to redefine the scale, cost, and performance dynamics of generative AI (GenAI) and human cognition. It leverages internet-scale data to stream, normalize, and fully correlate up to 2 million documents per second, maintaining a live, 140 petabyte OSINT knowledge base. Through hybrid graph, vector, and temporal search, it surfaces novel information, traces facts to their sources, and converts curated corpora into structured reports rapidly. This system exemplifies the intersection of corpora management, AI research, and knowledge engineering, providing a fertile ground for statistical analysis, trend identification, and future innovation pathways.
In these pages I will be documenting the development of R&I via identifying, analysing and developing novel solutions to fundamental and applied problems with the support of Corpora.ai. In addition to the technical developments inherent as outputs from this work, I will be reflection on the relationship between the researcher (me) and my highly capable Research Fellow (Corpora.ai). I’m guessing it will be a highly illuminating journey ;-).

Corpora.ai is an AI-powered research engine that provides in-depth analysis of topics at an accelerated speed. It functions as a “research engine,” not a search engine, and offers users detailed reports with citations by scanning a vast amount of online data. This includes academic papers, news articles, and other publicly available information. Corpora.ai condenses vast amounts of information into concise, AI-ordered summaries with fully attributed sources, offering a focused and in-depth view of complex topics.
- AI-Powered Research Engine:Corpora.ai utilizes AI to analyze and synthesize information, offering a more in-depth and focused approach to research than traditional search engines.
- Comprehensive Data Set:It draws from a vast and continuously updated dataset of unstructured information, allowing users to query and receive detailed explanations with full source attribution.
- Depth and Precision:The platform employs advanced language graphs and AI to extract unique insights from thousands of documents, functionally breaking down topics and generating comprehensive summaries.
- Real-time Updates:Corpora.ai provides continuously updated insights in real-time, ensuring users have access to the most current data.
- Focus on Speed and Accuracy:The engine is designed to deliver detailed reports quickly, often within seconds, and with a high degree of accuracy, making it a valuable tool for professionals and scholars.




