AI-assisted research in the areas we have worked in, and the experiments behind it. Numbers first, claims second.
Each area has its own findings, written up and named.
We point the AI we build for clients at hard questions in areas we have worked in: law, financial markets, ETFs, crypto and housing, with sport as a place to test the method. The AI does the heavy lifting on data, testing and drafting. We choose the questions, read the results and put our name to them, with Mark Monfort as the named author. Each paper states its data and what it does not show.
The same approach, for your firmWhere we explore, challenge, and refine emerging approaches before they reach client environments.
Exploring how intelligent systems interact with operational processes, human oversight, and real-world constraints.
Research into orchestration systems, AI tooling, decentralised technologies, and next-generation operational architectures.
Investigating trust, verification, oversight, and failure modes in intelligent systems operating within high-trust environments.
Testing hypotheses through real-world implementation, rapid iteration, and operational validation.